🤖 Trending AI Subreddits - June 21, 2026

r/ClaudeCode (5 posts)
How did we get so poor? (1117 pts)
Comments: 21 | View on Reddit

Top Comments:

[22 pts] Claude also added the family and food on the table
[33 pts] You win the interwebs today
[29 pts] At least, she is cute and in good mood 😄 the rest is fixable
Good use of the apple watch (346 pts)
Comments: 47 | View on Reddit

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[59 pts] Always 'always approve'😌
[41 pts] you still approve manually?
[27 pts] Dangerously allow permissions
Claude Sonnet 5 “Fennec” leak 1M context, expected next week (281 pts)
Comments: 53 | View on Reddit
A leak just surfaced about Anthropic’s next Sonnet model, internally codenamed **Fennec**. Details so far: **- Codename:** Fennec **- Context window:** 1 million tokens **- Expected release:** as early as next week **- Performance:** strong coding, fast inference, better price/performance than Opus and Fable If accurate, this would be a significant jump, especially the 1M context window at Sonnet pricing. Take it with a grain of salt since nothing is confirmed yet, but Anthropic has ...

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[138 pts] Is this leak in the room with us right now?
[34 pts] It’s plausible. In early this year they had a sonnet outperforming the then current opus. So it has precident. A fable / sonnet that outdoes opus would be a good model.
[49 pts] It was revealed to OP in a dream
How Claude cracked the Playstation 1 open for me (260 pts)
Comments: 33 | View on Reddit
Security software engineer and aspiring game dev here. I mostly toyed with PICO-8 in the past and became fascinated with extracting as much as possible from limited hardware, I'd had this long dream of developing games for older platforms, and the PS1 was particularly appealing to me having grown up with one. I tried approaching the existing tooling and SDKs but being all in C++ it was quite hard to get up and running, so one day I decided, screw it, I'll code it myself, and I embarked on a mon...

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[43 pts] I don't understand anything you did and wrote, but congrats and I really hope for a true revival of ms-dos / win 95 / ps1 games for non-tech folks like me.
[15 pts] This is the only part I care about “Cargo commands now elegantly cover testing, building across 2 targets (MIPS and ARM), down to creating a PS1 compatible .bin/.cue and burning the CD” Please elaborate on what failures you ran into during this part, I would be interested to listen to what challenges you stumbled upon
[8 pts] this is the most beautiful scope creep i've ever seen
I set up a cron job to send "hello" to claude every morning so my 5 hour usage window resets earlier in the day and I can get more usage. (155 pts)
Comments: 22 | View on Reddit
I set up a cron job to run at 7 AM every day so my 5-hour usage window resets earlier in the day. You could probably do something similar for codex lol (well it used to be hello but for some reason that used a lot more output tokens than it needed so I changed it)

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[55 pts] I’ve been using this since November last year. I’d recommend making a few changes: you should use Haiku, and you could simply set the prompt to “Ping” so the response is “Pong”. Something like: \- claude -p "ping" --model haiku
[22 pts] I am using Claude code routines for this trick. Every morning at 6 AM, it triggers the Haiku model to say 'Hi'.
[6 pts] If I ever hit my 5 hour limits sands b think this was genius (it still is to be fair) but on 20x the 5 hour window has never been a problem
r/vibecoding (5 posts)
Titles are hard (921 pts)
Comments: 35 | View on Reddit

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[42 pts] Did that, it took around 8 minutes
[14 pts] I tried but opus was really doubting is it existence for 30min straight
[8 pts] I usually think of this as that scene from the Simpsons where Homer uses a gun to change the TV channel and open a beer
You're goddamn right (461 pts)
Comments: 9 | View on Reddit

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[22 pts] https://preview.redd.it/1jqwip9rsl8h1.jpeg?width=956&format=pjpg&auto=webp&s=7e4c111f31d0727066a832270951466c31e48f81
[5 pts] Claude knows when to quit but we're out here chasing that one more feature until everything breaks at 2am.
[3 pts] V 1.1.3 (4)
The AI Slop Refactor is Coming (202 pts)
Comments: 167 | View on Reddit
Source: [https://www.linkedin.com/posts/alistaircockburn\_ow-that-hits-hard-share-7473588919255855105-cAym/?utm\_source=share&utm\_medium=member\_desktop&rcm=ACoAAACmXM8B2C1EZVItKUglB5zKAskqrN6A1ZA](https://www.linkedin.com/posts/alistaircockburn_ow-that-hits-hard-share-7473588919255855105-cAym/?utm_source=share&utm_medium=member_desktop&rcm=ACoAAACmXM8B2C1EZVItKUglB5zKAskqrN6A1ZA)

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[48 pts] Anyone saying this doesn’t understand you can build skills, harnesses, GitHub actions, or even entire agents built to align code with template codebase. I feel like the vocal minority of anti AI posters are just people who have no fucking clue what they are doing.
[58 pts] I don't believe it, once Fable is unleashed for real it will be the one cleaning the slop and humiliating the previous AI work And I hope I'm wrong
[6 pts] Try to screenshot for narrower screens.  He is kinda wrong and right at the same time.  As someone who has repaired large codebases from overseas workers, who likely just didn't care and were lowest bidder, fixing up their code is a breeze. Lots of junior coder mistakes and it is just a matter of modularizing and organizing... Kinda fun and cathartic. The trouble is LLMs have the junior stuff in the bag and can move on to more complex ways to shoot yourself in the foot and make a tangled mess. When I first stepped into agentic prompting and made some amature prompts that were ambitious and ambiguous I realized how horrible outcome could be. If you keep layering that, it might be easier to use the output as just a mockup to rebuild the system based on rather than try to fix it. All systems have to start from a well architected conceptual base that matches with the problem the system is trying to solve.  Having that makes it so you can keep the code on the right path and it even helps keeps the token spending in check because it makes it easier for the LLM to comprehend things without huge context windows (really the same thing it does for the human coders too). TLDR: I forsee lots of rebuilding of projects that couldn't get past the 80% mark rather than just some cleaning up like from offshoring.
Vibe coding app security (172 pts)
Comments: 21 | View on Reddit

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[15 pts] [removed]
[15 pts] Did the coders who copy pasted from stackoverflow care about security?
[6 pts] Tomorrow is my turn to repost this pic!
Sharing the exact Vibecoding stack i use to run a one person saas without hiring anyone (109 pts)
Comments: 40 | View on Reddit
Wanted to share my stack because honestly it took me way too long to figure this out and i wish someone had just put it all in one place earlier. been running everything solo for about 2 years now. no VA, no ops person,no cofounder at all ​ ***Here are the tools I'm using in june 2026:*** ​ Cursor ​ Best AI coding environment i've used. agent mode handles most of the heavy lifting. i don't write much from scratch anymore, mostly directing, reviewing, fixing. multi-file...

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[22 pts] Hermes agent is still underrated, idk why it didn't get the hype it deserves
[7 pts] Who are you having daily stand ups with in your one person company?
[3 pts] I mean the real question is marketing.
r/ChatGPTCoding (1 posts)
Share your project for a chance to get a shoutout! Instructions Below (0 pts)
Comments: 12 | View on Reddit
I post lists of websites from small devs every few days. Feel free to submit your project to the website - I'll make a list of the best submissions and randomly select ones to be included! And of course, feel free to share your work in the replies as well! https://yoodrix.carrd.co

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[1 pts] Working on AgentRail (https://agentrail.app) — the short version is it's a control plane that gives AI coding agents a single API for the full project loop: issue intake, PR submission, CI, review feedback, and shipping. Works natively with Claude Code, Codex, and Cursor. The motivation was pretty practical — agents are good at writing code but they have no consistent way to own the surrounding workflow, so every project ends up with glue scripts everywhere. AgentRail replaces that. Source-available and local-first.
[1 pts] I’m working on Dice Target, a Flutter math puzzle game where you use dice and operations to reach a target number. I’ve been using ChatGPT / Claude Code a lot during development for UI iteration, game mode logic, release prep, and debugging. Google Play: https://play.google.com/store/apps/details?id=com.kwokkinlau.dicetarget Feedback is welcome, especially on onboarding and first impression.
[1 pts] I'm Catholic, i wan to help people know their faith so i started developing a project for that where you learn Christian history in daily small "capsules of faith". [https://www.capsulasdefe.com](https://www.capsulasdefe.com)
r/Cursor (5 posts)
The average tech CEO in 2026 (94 pts)
Comments: 12 | View on Reddit
If you make token usage a compensation metric, expect runaway token costs. Instead of making something smart, like deliverables, the metric. mememe from [ijustvibecodedthis.com](http://ijustvibecodedthis.com) (cursors ai coding newsletter)

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[7 pts] Auto mode all day baby
[2 pts] Whew, I almost made it 12 hours before seeing this meme. 
[2 pts] And the funny thing is - you can't see this 10x anywhere. Google, Meta, Microsoft, Netflix - all of those major player who dumped tens of milions (If not more) on tokenmaxxing. No new features, no performance/reliability increases on their platforms. Nothing. Moreover - reliability went down. For past 12 months there are more major outages across major platforms thatn in many previous years combined.
Waiting for fable to come back to continue refactoring (90 pts)
Comments: 4 | View on Reddit
How has it still not come back yet?!? EDIT: [ijustvibecodedthis.com](http://ijustvibecodedthis.com) reported it should be coming back this Wednesday!!

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[1 pts] [deleted]
40$ AI Budget (17 pts)
Comments: 63 | View on Reddit
Let's say your company gave you 40$ to spend on AI to help you with your work, how do you spend it? ​ I am thinking of 20$ cursor then 20$ codex. ​ Any tips? Thanks in advance.

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[38 pts] $20 cursor , $20 lunch
[9 pts] > I am thinking of 20$ cursor then 20$ codex. That what I'm doing, this is currently a good deal. But remember that there aren't loyalty rewards, so feel free to change quickly in case of a better deal elsewhere or if the deal change and is no longer interesting (like for Copilot).
[8 pts] $20 Cursor + $20 Claude. Run Claude CLI in Cursor. Split use between 1) Claude CLI (sonnet/opus), 2) Cursor auto/composer (very generous limits), and 3) Cursor Pro’s included \~$20/month on demand usage for any premium model when Claude 5 hr limits are hit, or if you want to use GPT models.
Cursor’s $20 plan is incredible, but the pay-as-you-go reality check is rough. (13 pts)
Comments: 17 | View on Reddit
I blasted through 400+ tasks in 18 days. The $20 flat rate is an absolute steal, but my credits just ran out, and the fallback pricing shocked me. I figured a simple doc update on pay-as-you-go would be \~$0.05. Instead, it hit me for **$0.50**—and that’s with prompts pre-generated externally and Composer set to "low." I even tested my own OpenRouter keys (DeepSeek). Doing the exact same task in Cursor cost **3x more** than in VS Code, entirely due to Cursor's massive context overhead. To sav...

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[6 pts] Pretty sure there’s a setting in cursor to prevent spend over the monthly $20
[2 pts] Yeah API usage on Cursor is not cheap at all. Like, with Codex I can work with gpt 5.5 A LOT more. I can get the daily limitation, but the weekly is harder by instance. It's in my opinion by far the best subscription as of right now, I'm just using the Plus plan. Cursor though is very cost effective when your tasks can be done with Composer 2.5. In that case, it's very cheap and you never run out of usage, it's the cheapest. But not all tasks can be done properly with Composer IMO. Or they can in case you do more guidance (which is fine by me)
[2 pts] Configure DeepSeek API in your Cursor editor, a bit janky, but work for both v4-pro and v4-flash. I found I need to disable DeepSeek in the custom model selection if I want to use the other default models
How to use Cursor (and when it stops being worth it) ¡ Okane Land (7 pts)
Comments: 2 | View on Reddit
For those with experience with Cursor, how true is my article? Do you think its value add for a newbie or should i find more case studies of successful implementation of people using cursor?

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[3 pts] \> **You live in a big, mature codebase.** A 100,000-line project is millions of tokens, far more than any model holds at once, and Cursor adds lag on large files. Lean on tight manual scoping or a CLI agent. Cursor isn't feeding the whole codebase in at once. It's indexing the codebase and adding files to context as they are needed. Also a large codebase does not inherently mean large files.
[2 pts] i found that just building small projects helped me way more than reading case studies tbh, its litrally trial by fire
r/Cline (1 posts)
All my credits disappeared! (1 pts)
Comments: 1 | View on Reddit
Can I please be sent my usage history. I was at $40. Then I spent \~14 now I'm at negative five somehow :(

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[1 pts] hey op! how are u? can u send me a private msg so we can talk about this? we need to understand and investigate this :)
r/VibeCodeDevs (5 posts)
Is a second model actually better at code review？ (8 pts)
Comments: 17 | View on Reddit
Something I've been wondering lately: When Claude writes a piece of code, should I have Claude review it, or hand it off to another model? My intuition was that a second model would catch different mistakes. But in practice, I've had quite a few cases where Claude wrote the code and Codex reviewed it... and the review wasn't actually better than Claude reviewing its own work. So now I'm not sure. What's your thoughts ?

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[1 pts] Hey u/ApprehensiveLet5247, thanks for posting in r/VibeCodeDevs! Join our Discord: https://discord.gg/KAmAR8RkbM Got startup or SaaS questions? Post them on r/AskFounder and get answers from real founders. • This community is designed to be open and creator‑friendly, with minimal restrictions on promotion and self‑promotion as long as you add value and don’t spam. • Please follow the subreddit rules so we can keep things as relaxed and free as possible for everyone. • Please make sure you’ve read the subreddit rules in the sidebar before posting or commenting. • For better feedback, include your tech stack, experience level, and what kind of help or feedback you’re looking for. • Be respectful, constructive, and helpful to other members. If your post was removed (either automatically or by a mod) and you believe it was a mistake, please contact the mod team. We will review it and, when appropriate, approve it within 24 hours. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/VibeCodeDevs) if you have any questions or concerns.*
[3 pts] There is a strange thing I do idk whether someone else tried but it worked for me. I opens multiple chat session for multiple function with each having its own skill set and pre determined custom line of actions all After each session completes anything I will use another chat to validate this completely based on some rules and criteria with no prior data.
[2 pts] LoL I've had Claude look over gpt code and vice versa. Telling them and it gets catty at times.
Heya guys I vibe coded this platform (Just landing page out for now) What do you think about? Need honest oppinion (6 pts)
Comments: 1 | View on Reddit
So yeah i have been working on this for 2 weeks ig , and this is the result my product is not frontend oriented but i believe i did a good job explaining the idea behind my goal> I want you guys do genuine break down my platform and give me your honest take so that i can fix everything . And every comment that sounds good i will share the exact fix i did and how i did so that anyone looking out could get help. And if anyone want a geniune walktrhugh on how i did this what are the vibe code setu...

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[1 pts] Hey u/LucXnipun, thanks for posting in r/VibeCodeDevs! Join our Discord: https://discord.gg/KAmAR8RkbM Got startup or SaaS questions? Post them on r/AskFounder and get answers from real founders. • This community is designed to be open and creator‑friendly, with minimal restrictions on promotion and self‑promotion as long as you add value and don’t spam. • Please follow the subreddit rules so we can keep things as relaxed and free as possible for everyone. • Please make sure you’ve read the subreddit rules in the sidebar before posting or commenting. • For better feedback, include your tech stack, experience level, and what kind of help or feedback you’re looking for. • Be respectful, constructive, and helpful to other members. If your post was removed (either automatically or by a mod) and you believe it was a mistake, please contact the mod team. We will review it and, when appropriate, approve it within 24 hours. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/VibeCodeDevs) if you have any questions or concerns.*
The average tech CEO in 2026 (4 pts)
Comments: 4 | View on Reddit
If you make token usage a compensation metric, expect runaway token costs. Instead of making something smart, like deliverables, the metric.

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[1 pts] Hey u/Complete-Sea6655, thanks for posting in r/VibeCodeDevs! Join our Discord: https://discord.gg/KAmAR8RkbM Got startup or SaaS questions? Post them on r/AskFounder and get answers from real founders. • This community is designed to be open and creator‑friendly, with minimal restrictions on promotion and self‑promotion as long as you add value and don’t spam. • Please follow the subreddit rules so we can keep things as relaxed and free as possible for everyone. • Please make sure you’ve read the subreddit rules in the sidebar before posting or commenting. • For better feedback, include your tech stack, experience level, and what kind of help or feedback you’re looking for. • Be respectful, constructive, and helpful to other members. If your post was removed (either automatically or by a mod) and you believe it was a mistake, please contact the mod team. We will review it and, when appropriate, approve it within 24 hours. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/VibeCodeDevs) if you have any questions or concerns.*
[1 pts] still gonna happen in the next 5 years though
[1 pts] Lol. Every AI discussion online is between people who've never touched enterprise AI development and people who've never touched enterprise software development. Meanwhile the rest of us are just shipping code with agents, reviewing the output, and wondering why the internet keeps inventing these weird fan-fiction versions of our jobs.
Made a tower defense meme game. (3 pts)
Comments: 2 | View on Reddit

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[1 pts] Hey u/TheFirstRuKuS, thanks for posting in r/VibeCodeDevs! Join our Discord: https://discord.gg/KAmAR8RkbM Got startup or SaaS questions? Post them on r/AskFounder and get answers from real founders. • This community is designed to be open and creator‑friendly, with minimal restrictions on promotion and self‑promotion as long as you add value and don’t spam. • Please follow the subreddit rules so we can keep things as relaxed and free as possible for everyone. • Please make sure you’ve read the subreddit rules in the sidebar before posting or commenting. • For better feedback, include your tech stack, experience level, and what kind of help or feedback you’re looking for. • Be respectful, constructive, and helpful to other members. If your post was removed (either automatically or by a mod) and you believe it was a mistake, please contact the mod team. We will review it and, when appropriate, approve it within 24 hours. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/VibeCodeDevs) if you have any questions or concerns.*
[1 pts] https://github.com/Skitty4fingers/Hormuz-Defense
Phase 8: Flipping the switch (and my biggest fear for Week 1). (2 pts)
Comments: 4 | View on Reddit
After months of building, rewriting, and replacing LLM agents with deterministic Python State Machines, my trading architecture (Leprechaun v2) is finally live in a forward-testing paper environment via OANDA. ​ ​The setup: 3 uncorrelated pairs, 1% risk per trade, DeepSeek-V3 reading the market narrative, and Python holding the wallet. ​ ​To be completely honest, my biggest fear this week isn't that the bot will hit a massive drawdown. It’s that it might just sit there and do a...

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[1 pts] Hey u/Simone_Crosta, thanks for posting in r/VibeCodeDevs! Join our Discord: https://discord.gg/KAmAR8RkbM Got startup or SaaS questions? Post them on r/AskFounder and get answers from real founders. • This community is designed to be open and creator‑friendly, with minimal restrictions on promotion and self‑promotion as long as you add value and don’t spam. • Please follow the subreddit rules so we can keep things as relaxed and free as possible for everyone. • Please make sure you’ve read the subreddit rules in the sidebar before posting or commenting. • For better feedback, include your tech stack, experience level, and what kind of help or feedback you’re looking for. • Be respectful, constructive, and helpful to other members. If your post was removed (either automatically or by a mod) and you believe it was a mistake, please contact the mod team. We will review it and, when appropriate, approve it within 24 hours. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/VibeCodeDevs) if you have any questions or concerns.*
[1 pts] Good luck
[1 pts] what is this
r/OnlyAIcoding (3 posts)
Hi (1 pts)
Comments: 0 | View on Reddit
**Built an AI coding workspace that solves a problem I kept facing — would love honest feedback** Hey everyone, I'm a developer and over the last few months I've been building Polygram. One thing that always frustrated me with AI coding tools was context fragmentation. Let's say I'm working on the backend and spend an hour discussing authentication flows, API structures, and architecture with an AI assistant. Later, a frontend developer needs that same context. With most tools, you en...

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No comments.

What Most People Don't Know About Claude Code Agents 2026 | Build AI Age... (1 pts)
Comments: 0 | View on Reddit
In this video, you'll learn how to create and use **Claude Code Agents** to automate coding, research, debugging, and complex development workflows.

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No comments.

I open-sourced a framework to bake pre-AI software engineering discipline into AI coding assistants as Agent skills. (0 pts)
Comments: 1 | View on Reddit
When I started heavily using Claude code, I realized that they completely lack the engineering instincts humans developed over decades. They just guess, write code, and hope it works. They have raw intelligence, but absolutely zero discipline. To actually use them without constantly babysitting, I realized I needed to hardcode the traditional software development lifecycle into their brains. So, I built agent-rigor. It’s an open-source framework that encodes the rigorous phases of pre-AI softw...

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[1 pts] Lol
r/AI_Agents (5 posts)
What do you think is the biggest thing missing from Al coding IDEs today? (30 pts)
Comments: 52 | View on Reddit
Tools like Cursor, Claude Code, Codex, OpenCode, and others are great, but what is one feature, workflow, or necessity that still doesn't exist or doesn't work well? What would make you switch IDEs instantly?

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[8 pts] context tracking that doesn't fall apart after five steps
[6 pts] Better orchestration and logic, standard ai don’t natively verify their assumed tools worked, they quickly pivot on road blocks rather than investigate, they don’t question their own logic, they don’t track their edits and go back to resolve any open or broken code. They don’t when testing a problem go back and reevaluate failed hypothesis, they assume their fix resolves everything they tried and thus they leave open loops. All of these can be fixed with hooks and gates but it would be better if they out the box preformed this way.
[2 pts] ~~I'd like it to make a new branch automatically when I start my insane vibe coding session, and be doing commits automatically as we go. I'm a chronic saver, so I find myself doing a git commit after every prompt, which means a lot of switching between Codex/Claude, then back to Cursor to use Cursor's auto commit message thing, then back to CLI.~~ ~~I'm probably doing everything terribly, but I'm building apps by myself for fun and would like this bit to be automated.~~ (My suggestion of auto-commit after each prompt can be done easily via message in the [agents.md](http://agents.md) file, so I recind mine)
Which AI platform has delivered the most value for you long term? (16 pts)
Comments: 17 | View on Reddit
A lot platforms now offer multiple models, agents, research tool, and productivity features. After trying a few, which one did you stick with and why? Did the advance features actually become part of your workflow, or was reliable access to different models the main reason you stayed?

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[2 pts] For my personal opinion and experience after looking for the must current hype, at the end i stick with vscode stability and reliable platform and build my command center, for the llm side minimax M3 token plan flat subscription is a great solution, for chat after my perplexity subscription ends I will build librechat.
[2 pts] Honestly, Claude's research tool is what I actually use daily.
[1 pts] Thank you for your submission, for any questions regarding AI, please check out our wiki at https://www.reddit.com/r/ai_agents/wiki (this is currently in test and we are actively adding to the wiki) *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/AI_Agents) if you have any questions or concerns.*
The End of Traditional IT Roles? How AI Is Reshaping Every Level of Tech (9 pts)
Comments: 14 | View on Reddit
AI is reshaping every level of IT—from junior developers to CTOs. ​ Tasks that once took hours can now be completed in minutes with AI tools. At the same time, expectations around problem-solving, system design, architecture, security, and decision-making seem to be increasing. ​ Junior developers are becoming AI-assisted problem solvers. Mid-level engineers are moving toward workflow orchestration. Senior engineers are focusing more on technical judgment and governance, while ...

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[9 pts] Not really the end, more like a compression. The ladder still exists, it's just got fewer rungs now and each one expects more from you faster.
[7 pts] Definitively agree that the focus on CS fundamental, problem solving and system design will be even more important for all levels of engineers. AI helped me a lot is to do issue investigation. Before for one ticket, I need to query different sources to draw conclusion. Right now, we compiled the knowledge base and MCP connect to different data sources, when I have one ticket, I just paste the ticket/user compliant to AI tools, which normally gives me good hypothesis. Then I can go from there and use my judgement on the product to dive deep or just stop.
[4 pts] I moved my work from ring central to freepbx/twilio a couple months ago. saved 1500 a month doing that. I would never have had the time to figureout getting freepbx working without AI. I litterally shared my screen with it and had it guide me and advise me on what I was doing wrong and how to set stuff up. I could point and ask questions on what this does or what that does or how do I lock such and such setting down for security etc.
What Is GLM-5.2? Inside Z.ai’s 744B-Parameter Agentic AI Model (9 pts)
Comments: 10 | View on Reddit
In the rapidly evolving world of Artificial Intelligence, an AI model has emerged that shifts the focus from simple "chatting" to "doing." **GLM 5.2** is a next generation flagship AI model with MoE (Mixture-of-Experts) backbone developed by **Z.ai** (formerly known as Zhipu AI), a company born out of the Tsinghua University in Beijing, China. Unlike many AI models that act as digital assistants to answer questions, GLM 5.2 is designed to function as an **"agentic" model.** This means it is bui...

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[3 pts] I want to try it but I feel like I'll hit usage limits faster than Claude
[2 pts] Thank you for your submission, for any questions regarding AI, please check out our wiki at https://www.reddit.com/r/ai_agents/wiki (this is currently in test and we are actively adding to the wiki) *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/AI_Agents) if you have any questions or concerns.*
[3 pts] the 1 million token context window is what's turning heads for me, holding an entire repo in memory while autonomously fixing its own bugs is genuinely the use case everyone's been waiting for in enterprise dev workflows the low moderation angle is interesting but also the part that'll make adoption complicated in regulated industries, companies aren't going to deploy something with minimal guardrails into a pipeline that touches customer data or compliance-sensitive code without serious internal controls around it training entirely on Huawei Ascend chips is the quiet subplot here too, that's a direct response to export restrictions and it shows the capability gap is closing faster than most people expected curious how it benchmarks against other long-context reasoning models on real multi-file refactoring tasks vs curated evals, because "runs for hours autonomously" either means it's genuinely useful or it's confidently wrong for hours which is a very different thing
Has your agent ever done something destructive or said something it shouldn't have to a user/client? (4 pts)
Comments: 18 | View on Reddit
Building agents with real permissions (email, DB access, payments, etc.) and curious how common this actually is across the community. Has your agent ever: * Deleted/modified something it shouldn't have * Sent a message/email you didn't approve * Spent money outside what you expected * Said something to a user that felt manipulative, threatening, or just off If yes, what happened, what did it cost you (time, money, trust with a client/user), and how did you catch it? Did you have anything in ...

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[1 pts] Thank you for your submission, for any questions regarding AI, please check out our wiki at https://www.reddit.com/r/ai_agents/wiki (this is currently in test and we are actively adding to the wiki) *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/AI_Agents) if you have any questions or concerns.*
[1 pts] Oh, absolutely. The classic "helpful sabotage." I’ll ask the AI to fix a simple typo or tweak a single function, and it decides that is the perfect moment to completely trash the core logic in a section of the file it had zero business touching. It's like asking someone to paint a door and they accidentally demolish the kitchen. It’s exactly why I had to implement a hybrid verification process—having different models explicitly audit each other to catch those unprompted structural flaws before I do my manual self-verification pass. Trusting a single agent not to touch the shiny red buttons while your back is turned is a very dangerous game!
[1 pts] The pattern I keep seeing across all these cases is teams find out after the fact because they didn't have a way to verify agent behavior before it had real permissions. The deletions, the unapproved messages, the out of scope spend, those aren't random, they're usually the agent doing exactly what it was allowed to do under a policy nobody fully tested. The cost isn't just the incident, it's that you're now calibrating trust based on production failures instead of pre-prod verification.
r/hermesagent (5 posts)
Imagine this was 2010 and you just got your hermes cd (154 pts)
Comments: 14 | View on Reddit

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[16 pts] Excuse me? That looks like the early 2000s, not 2010... Those big, gray screens weren't around anymore by 2010.
[3 pts] Hahahahaha!! This is hilarious! Love it!
[2 pts] 🤣🤗 https://preview.redd.it/11hnxsghso8h1.png?width=300&format=png&auto=webp&s=bc9b7523621fb10728f3c7129e267a19703669ae
Build skills and tools YOURSELF! (70 pts)
Comments: 36 | View on Reddit
I highly encourage anyone to build your Hermes skills yourself. I have downloaded many skills for Hermes and openclaw and I can say most skills are way worse than those specifically for your setup and use case written — vibecoded, if you will — tools you create with your Hermes agent. I strongly encourage anyone who wants something done to try and build their own tool. It's so much fun, and if it breaks you kind of know what's wrong and you can fix it more easily, and most of the time you will l...

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[6 pts] What model are you using and what's your token usage and usage limits like ?
[3 pts] Hey! That's really awesome set of tools! Can you please share how do make these tools? As Someone who's a non coder and learning from scratch right now, I'll really be grateful if yoh could help! Please and thanks a lot!! ❤🙇🏻‍♂️
[2 pts] I'm curious about the health checks,study time and study logs. Can you elaborate?
Challenge : Hermes is redundant (66 pts)
Comments: 119 | View on Reddit
I apologize for the clickbaity title, but I've went through three pages of use case threads on this sub, and I'm really starting to wonder. ​ I've used Hermes on avg for about 3 months. ​ I'm an experienced full stack engineer (Python, cloud, JS/Node). I've done almost everything, at scale. ​ I see a lot of midtier / vibe coder / I'll run my business (but actually just spend more on tokens) / look at my super cool setup which actually automates 0.1% of my work but it s...

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[51 pts] Owning your own data and memory for something as potent as this seems to me like a no brainer. We're pioneering here. This is all very new technology so it's in my mind more like a big experiment.  I vibecoded a real time world data dashboard and fed it via mcp to hermes so that it can ground itself in real data before it decides to run off and do things. I think of it as an agentic sensory organ.  Has it crossed the usefullness barrier yet? No, but it feels like magic and I'm creating my own golem. What a time to be alive. 
[10 pts] Almost every remotely serious thing then I'm using CC. But having my own agent on a separate scrubbed, no personal creds, guest WiFi, workstation connected via telegram allows me to do relatively 'carefree' complete computer control stuff whenever the mood takes me when I'm out and about. Cron jobs all working perfectly for all kinds of stuff. Not had a single issue with Hermes. Or at least not since I made several custom mods, built several new skills, and importantly, connected it up with a solid cloud based memory management system which has been awesome. Long story short, I find it a useful 'complementary' tool. Just not my main tool. I used OC previously for several months and that was ok but also painful at times.
[10 pts] You are critical of how refined it's UX is, you've already missed the point. I almost entirely run though the Discord gateway so I can manage my agents from my phone. My UI is Discord amd Obsidian, maybe it's where I'm at in life but I don't get time to sit down at a computer very much. Maybe that's what you are missing?
Hermes has completely changed my day-to-day life. I can take care of my 2 kids while getting 10x more work done than before, faster, with better quality/delivery. I run it locally for about 90% of my workload and only use paid LLMs for the remaining 10%. Seriously, thank you for this incredible gift (56 pts)
Comments: 70 | View on Reddit
Before Hermes, I was constantly juggling work deadlines, family responsibilities, and never felt like I had enough time for either. With two young kids, every hour mattered. Hermes gave me back time and reduced a huge amount of stress. It's had a bigger impact on my daily life than any other AI tool I've used. Huge thanks to everyone involved. ​ I'M IN LOVE WITH HERMES - THANK YOU FOR EVERYTHING! EDIT: I'M THE CEO OF MY COMPANY

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[134 pts] That’s a lot of words to say nothing. But, you’re welcome.
[80 pts] so far nobody has been able to explain to me what they actually do with Hermes. 
[25 pts] That's great. But what exactly are you using it for? Task management and reminders and stuff or something else?
I gave my Hermes team a shared Kanban board. Now they manage themselves. (20 pts)
Comments: 37 | View on Reddit
Been running Hermes Agent (a multi-agent AI framework) on my phone for a while. The problem was: how do you coordinate 7+ AI agents working on different tasks? Spreadsheets? Chat logs? Nope. Built a Kanban board instead. **What is it?** Hermes Kanban - a lightweight, self-contained task board built for AI agents. Zero external dependencies. Just SQLite, Flask, and one `pip install`. Works well with the internal Hermes Kanban **How it works:** \- Agents auto-detect from your Herm...

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[21 pts] Hermes itself has a built in native kanban, accessible via the native web ui
[7 pts] Doesnt hermes has its own Kanban?
[4 pts] Slop gonna slop.
r/AiBuilders (5 posts)
Day 1 of building VoQL in public (2 pts)
Comments: 2 | View on Reddit
VoQL is an AI voice agent that simulates a skeptical investor so founders can practice their pitch, get pushed back on weak answers, and receive a score after every session — before the meeting that matters. Today: set up the full project structure. STT via Whisper, LLM via Llama , I dont know what tts to use, scoring via Gemini Flash, database via Supabase. Nothing works yet. But the skeleton is there. See you on Day 2.

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[1 pts] Hey op sounds cool what does voql mean
Day 2 — VoQL is live (kind of) (1 pts)
Comments: 0 | View on Reddit
Yesterday was project structure. Today we pushed the first version of voql.net live. It's early. Very early. But it loads. We're also testing Kokoro as our TTS engine — want the AI to sound natural enough that you actually feel the pressure when it pushes back on your pitch. Still fixing bugs. Still figuring things out. But the thing exists now. If you've built something with local TTS before — any experience with Kokoro on Windows? Would love to hear it. Day 3 tomorrow.

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I made a AI chat bot called Seawatt ai it has 11 AI models and i made it with kleap here is the link seawatt-ai-it.kleap.io/#chat (1 pts)
Comments: 0 | View on Reddit
A AI chat bot that has 11 models

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I built a course that runs inside Claude and won't let you pass until a stakeholder grills your agentic-system design — free during beta, looking for builders to break it (1 pts)
Comments: 0 | View on Reddit
Most "learn to build agents" material is watch-and-nod. I wanted the opposite: something that makes you design a real system, then forces you to defend it. So I built it as a Claude connector. A module teaches a concept, makes you produce an actual artifact (an architecture, a threat model, a design doc), then runs a "boss battle" — an in-character stakeholder (a principal architect, a skeptical CTO, a security lead) interrogates your decisions. You only advance if you can defend the tradeoffs....

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Tired of AI that spits out half-finished code or lazy "TODOs"? (1 pts)
Comments: 0 | View on Reddit
​ ​ \--- ​ 🚀 Tired of AI that spits out half-finished code or lazy "TODOs"? ​ I built Prompt-Master to fix exactly that. ​ It's not a snippet generator. It's an engine that plans, builds, and validates complete production-ready projects — step by step. ​ What it does: ✅ Generates a full spec (architecture, data model, screens) before writing a single line of code ✅ Writes real, complete code — no truncated files, no "// TODO" stubs ✅ Validat...

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r/PromptProgramming (0 posts)

No top posts found for the past day.

r/LocalLLaMA (5 posts)
Vercel CEO: "Almost shocked" by how good GLM-5.2 is at coding (748 pts)
Comments: 140 | View on Reddit
Guillermo Rauch (Vercel CEO) says he is "genuinely impressed, almost shocked" by GLM-5.2's coding performance. **What has your experience with GLM-5.2 been so far?** **Source:** [X post](https://x.com/i/status/2068517095818809770)

Top Comments:

[1 pts] Your post is getting popular and we just featured it on our Discord! [Come check it out!](https://discord.gg/PgFhZ8cnWW) You've also been given a special flair for your contribution. We appreciate your post! *I am a bot and this action was performed automatically.*
[220 pts] Marketing aside 5.2 is a big step forward, open model or closed. The 1M context is a massive improvement. The model is smarter. Tool use is improved.
[86 pts] Is this all we have to do to? Say something is amazing and shocking without actually explaining why or giving real examples? This changes things.
Tokenomics (734 pts)
Comments: 290 | View on Reddit

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[1 pts] Your post is getting popular and we just featured it on our Discord! [Come check it out!](https://discord.gg/PgFhZ8cnWW) You've also been given a special flair for your contribution. We appreciate your post! *I am a bot and this action was performed automatically.*
[992 pts] The real reason to run locally is and always will be data privacy and uninteruptability.
[254 pts] Why are we reposting a tweet full of made up numbers? There is no source for the $20k or 20 tokens per second claims. Very few people are actually going to self host this model, but it shows the direction, and we can expect smaller models to get significantly better over the next 6 months. For people using cloud models, GLM-5.2 is a competitive, commoditized market, so the competition keeps the margins thin, unlike the bloated margins that you’re paying for when you use proprietary frontier models. There are benefits all around.
What happens when they stop subsidizing LLM subscriptions? (419 pts)
Comments: 510 | View on Reddit
We are literally burning through VC money like crazy with our coding subscriptions. I read the $200 Anthropic sub gets you $8000 worth of API calls. It's obvious that this doesn't hold for very long but what happens when they raise prices? The reason to keep the prices low for now is to foster the ecosystem and get people hooked on this stuff, only to raise the price afterwards. Already the 20x sub doesn't get you as much usage as it did 6 months ago, another way to raise prices without trigger...

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[1 pts] Your post is getting popular and we just featured it on our Discord! [Come check it out!](https://discord.gg/PgFhZ8cnWW) You've also been given a special flair for your contribution. We appreciate your post! *I am a bot and this action was performed automatically.*
[452 pts] Local AI isn't going away. Most companies will invest in their own on-premises hardware and host it in a datacenter
[281 pts] Lmao - “since Qwen stopped releasing models” - just because you didn’t get a model update last month doesn’t mean they quit releasing. Qwen3.6-27B was released at the end of April. Give em time
Qwen is never going to open source Qwen 3.7, aren't they? (359 pts)
Comments: 238 | View on Reddit
Well, this was predictable. After Qwen fired Junyang Lin, the next models are no longer open source. Ignoring the small models for a minute, they’ve fully locked down all the big models. No Deepseek/GLM competitor. And all the rumors on chinese weibo now say that the small model Qwen team is gone, and that Qwen 3.6 (and maybe 3.7) was the last model Junyang Lin worked on. There's not going to be any open source small models from Qwen anymore. Labs that have released open source models more re...

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[280 pts] Guys it's been like three months. Qwen3.6 is still undisputed king of local inference for anyone buy the 1%ers. Don't panic yet.
[156 pts] Nobody has released anything better than qwen3.6-27B in the size range. Still it's the SOTA on its category. What I would like to see is OpenAI releasing something, as gpt-oss was very good.
[30 pts] So what happened with "let them cook" club? ;)
Gemma 4 QAT seems to respond significantly better to KV cache quantization (174 pts)
Comments: 45 | View on Reddit
Results from KL Divergence on wikitext with 16k context I know some users, including myself, were disappointed with Gemma 4's sensitivity to KV cache quantization. Seems like Q8\_0 on QAT models might be back on the menu. KLD measures divergence from the base (in this case, full 16-bit KV cache). 99.9% KLD is a pretty good metric for measuring how much KV quantization affects model performance, particularly how well it can keep attention on rare high-importance tokens. My hardware isn't up to...

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[20 pts] \>if anyone else feels like investigating it would be interesting I have 24 GB gpu and willing to run a benchmark, can you send the code to me?
[31 pts] What do these numbers mean?
[9 pts] That's might be the side effect of QAT that I didn't know
r/LocalLLM (5 posts)
My experience so far with 100% LOCAL LLM + RTX 5090 🤔 (396 pts)
Comments: 98 | View on Reddit
Originally I planned to reply to this: [https://www.reddit.com/r/LocalLLM/comments/1s0ibbj/is\_there\_anyone\_who\_actually\_regrets\_getting\_a/](https://www.reddit.com/r/LocalLLM/comments/1s0ibbj/is_there_anyone_who_actually_regrets_getting_a/) But I decided to share the whole experience, Sorry ahead 🙏 it's a LONG one but hopefully it helps in one way or another: \--- I built this PC around March 2025 so it was expansive but not as expansive as NOW and it only gets higher and higher eve...

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[108 pts] Notice how everyone reads everything when it's fully handwritten and not just copy-paste AI. Wonderful job mate.
[22 pts] This is a great write-up, especially the part about context size and step-by-step instead of one-shot. That matches my experience too, smaller tasks with tight checkpoints beat hero prompts every time. Also +1 on rules/skills files, once you treat those like a living "ops manual" for your model, the whole workflow gets way more reliable. If you are experimenting with that idea, I have been structuring it like a simple personal operating system for AI work (rules, capture, runbooks, review cadence): https://www.aiosnow.com/
[13 pts] Other optimizations you can try: 1. Reducing V cache to Q5\_1 saves significant space with almost no impact on quality: [https://anbeeld.com/articles/kv-cache-quantization-benchmarks-for-long-context#section-8](https://anbeeld.com/articles/kv-cache-quantization-benchmarks-for-long-context#section-8) 2. Increasing Evaluation Batch Size and Physical Batch Size by 2-4x may increase the speed of the model dramatically as it did in my case.
US to require location tracking for AI and advanced hardware (92 pts)
Comments: 65 | View on Reddit
This is big and could turn local AI on its head. It's basically DRM on steroids. Everyone buying any advanced hardware will be permanently tracked or unable to run the hardware. It's planned to arrive this year, and will likely include existing hardware. Expect mandatory updates that won't tell you about all this before it's too late. Maybe we've already installed some firmware updates with kill switches or surveillance backdoors without knowing it that are going to brick or downgrade our har...

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[46 pts] Hell nah. Time to airgap the basement
[37 pts] This is tyranny.
[62 pts] Another reason for open source
Anyone running effective exo cluster for agents? (71 pts)
Comments: 20 | View on Reddit
Yeah, overkill for home setup. Got it. I haven’t found a stable setup yet. Exo has a number of known bugs without any sign of patches or updates coming out of exo. Seems either Apple is making rdma internal or not supporting exo for next gen because this appears to be dying on the vine. If anyone has deployed an M3 cluster effectively, would love to know the secret.

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[5 pts] Exo works with RDMA, you need to disable the Thunderbolt Bridge here is some info on the issue - [https://github.com/exo-explore/exo/issues/1390](https://github.com/exo-explore/exo/issues/1390) I am running 2 topologies in EXO for 2 different models, one on rdma and another on LAN since one of the devices does not have TB5. It was a lot of trial and error getting this fixed with codex doing all the surgical fixes. Claude code couldn't get me anywhere close to a fix. Running 4 M4 Mac Mini Pros and 1 first gen Mac Studio
[4 pts] Alex zirkind on YouTube explains how to do it.
[4 pts] Oh I wish I can afford that , that look so expensive
Unlimited* budget (18 pts)
Comments: 56 | View on Reddit
Seems like my company is going to give my team an unlimited\* budget for local LLM hardware. ​ \*Of course not unlimited, but several tens of thousands should be enough no? ​ ​ What should we build? I'm a total beginner to a local llm hardware. ​ What is actually the important part? 5x rtx 6000 and 128gb of ram? ​ The usage will be simple at the beginning, but probably more advanced after some time. At the beginning we basically need two things - ...

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[49 pts] I’d be careful starting with hardware before you define the workload. You’re mixing a few different problems: 1. Local knowledge base / RAG This is probably the easiest part. You need good document ingestion, chunking, embeddings, permissions, search quality, and citation/grounding more than you need the biggest possible model. A smaller local model with good retrieval can beat a huge model with messy context. 2. 100 users across continents This is not just “buy GPUs.” You need to think about concurrency, latency, VPN/access control, auth, logging, rate limits, and where the server is physically hosted. If everyone hits one box from all over the world, network latency and queueing may matter as much as raw GPU power. 3. Vibe coding This is the hardest expectation to satisfy locally. A local model can help, but “look at the whole existing project and safely make changes” is where AI tools tend to fall apart unless you build a disciplined workflow around it: scoped tickets, limited files, repo indexing, tests, checkpoints, and human review. For hardware, VRAM is usually the important constraint. RAM matters too, but for running larger models the question is mostly: how much model can fit in GPU memory, and how many users/requests can you serve at once? If management really has budget, I’d start with a pilot instead of trying to build the final monster immediately: - one strong GPU box first - get RAG working on the local knowledge base - test with 5–10 users - measure latency, quality, and failure modes - then scale hardware based on real usage Spending tens of thousands is easy. Building a useful internal local AI system is mostly architecture, permissions, retrieval quality, and workflow discipline.
[17 pts] *“several tens of thousands”* This sounds like the beginning of failure, you guys should quantify exactly what you are aiming to accomplish and then calculate the hardware and time needed to build out.  As of now it sounds like there some guessing.  Things can get expensive and over budget really fast I would leave any question open ended.
[17 pts] You misheard, they actually verbally hesitated: "Your budget is, um, limited."
Anyone want to pool hardware and build a shared open-model setup as a group? (17 pts)
Comments: 26 | View on Reddit
I’ve been running local models for a while and I’m kind of tired of the tradeoff. My hardware can’t run the bigger models well, but buying a rig that can feels like a waste when it’d sit idle most of the day. So I keep wondering why more people don’t just split one. Like 5-10 people chip in a few hundred each, you get a box that can actually run 70B models, and after that it’s maybe 10-20 bucks a month each for power and hosting. No subscriptions, no restrictions, and your data stays yours. Th...

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[6 pts] I don’t think this would work out how you imagine it to unless you found 5-10 people in wildly different time zones. And even then, you would be paying it off for multiple years before any cost savings vs cloud subscriptions start to accrue 
[5 pts] The trust and maintenance headaches would kill it for me before the cost savings even mattered, like who handles the server going down at 2am or someone hogging all the GPU time or worse, someone getting sketchy with their prompts and the whole thing becomes a liability issue.
[2 pts] If you do not plan to run LLMs 24/7 then just get VM on GCP, AWS, or Azure when you need it.
r/LLMDevs (5 posts)
550k tokens into minimax m3 made me wonder what local 1m context would even take (18 pts)
Comments: 2 | View on Reddit
i’m kinda tired of 1m context tests that are basically just “find the random string in a clean text file.” cool, but that doesn’t tell me much. i wanted to know if a long-context model can keep a disgusting real repo straight. so i tried minimax m3 on an old project i inherited: django backend, newer react frontend, stale markdown docs, raw auth logs, a couple github issue notes, and a login loop that only showed up when a few old session paths lined up wrong. quick disclaimer before someone...

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[1 pts] If you have a 128GB RAM Mac or a Spark, you can run Deepseek 4 Flash with https://github.com/antirez/ds4 and have space left for context. The model has 1M context and the DS4 library supports saving the KV cache on disk, so you can recover at least partially even if there's a cache miss. It also has sparse attention, so the speed doesn't drop off too quickly. That said, even with most expensive cloud frontier models the performance starts to degrade, so you're much better off managing the context and getting your agent write a handover doc when you're going beyond 200-300K or farming work out to subagents to begin with.
[1 pts] Mmmmmnnnnn ml k o
I released a softmax-free attention model at GPT-2 Medium scale (~354M params, 11.5B tokens): structural sparsity + tile-skipping kernels for long-context VRAM savings. Open weights + custom Triton kernels (5 pts)
Comments: 1 | View on Reddit

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[1 pts] AI summary of the architecture: **I released RRT-355M** — a ~354M-parameter model trained from scratch with a **softmax-free attention block** (not standard scaled dot-product attention). **Architecture** - Deterministic fidelity gate + log-distance penalty; no softmax, no learned positional embeddings on the forward path. - ~99.7% structural edge sparsity at end of training (edges exactly zero after the gate). - Inference can skip inactive attention tiles via a coarse bitmap; sparse and dense paths are **bit-identical** on this checkpoint. **Local inference / memory** - Dense attention memory grows quickly with context length. - Kernel benchmarks: ~34% tile skip at 2k context, ~55% at 8k (increases with length). - One reference point: peak **attention** VRAM at 16k context was ~5.5 GB on an RTX 3070 forward (GPT-2 XL–shaped reference). Kernel-level only — not end-to-end chat latency. **Capability (22-task CORE, same harness as GPT-2 / Pythia)** - RRT-355M: **0.156** | GPT-2 medium: **0.177** | GPT-2 124M: **0.121** - Below the dense foil, above the small-model floor. Mixed task profile (some MCQ gains, continuation regressions). - Not tested: MMLU, GSM8K, HumanEval, chat/instruction tuning. **Links** - Weights: https://huggingface.co/Tripstoph/RRT-Foundation - Engine + eval: https://github.com/tripstoph/RRT-LLM-FOUNDATION - License: AGPL-3.0 **Caveats** - Requires custom Triton engine — not a drop-in `transformers` model. - Kernels target Hopper (sm_90) in this release. - Single proof-of-mechanism checkpoint; no larger models planned from this repo. - Memory/speed figures are micro-benchmarks; short-context workloads benefit less from tile skipping.
RAG has not felt like enough for agent memory, at least in my testing (3 pts)
Comments: 10 | View on Reddit
I've been messing with long-term memory for agents, and I keep running into the same annoying thing: retrieving the right-looking chunk is not the same as remembering the right state. RAG is pretty good when the question is "which doc/chunk is relevant here?" But memory gets weirder. The agent needs to know whether an old fact is still true, where it came from, whether something later overrode it, and whether it should even bring it up right now. That last part surprised me the most. Bad memo...

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[3 pts] I agree. RAG solves retrieval, not memory. The biggest failure mode I've seen is stale facts agents confidently using outdated information. Event logs with source tracking and memory decay seem much more reliable than a simple vector DB plus summaries.
[1 pts] Repo for context: [https://github.com/melandlabs/openloomi](https://github.com/melandlabs/openloomi) This is the project that pushed me into the problem. Apache-2.0, local-first, still early. Raw work data is local-first; model calls depend on whatever provider/local model you configure. Honestly looking for critique on the memory model more than "nice project" comments.
[1 pts] the failure mode that surprised me most: agents writing their own memory will confabulate. not stale facts -- facts that were never true, inferred from a plausible-but-wrong read of what happened. your instinct on the access log is right, but it has to tie back to a verifiable ground-truth signal, not the agent's own account. i've watched a run confidently log three actions it never took, then use those logs as context the next session.
I built an enterprise-style memory governance layer for AI assistants - looking for architecture feedback (4 pts)
Comments: 0 | View on Reddit
Hey everyone - I’m building an open-source project called MemoryOps AI and would appreciate technical feedback from people working on LLM systems, agents, MLOps, or production AI infrastructure. The project is not a chatbot. It is a memory governance layer for AI assistants. The core idea is that AI memory should not just be: save user message → vector DB → retrieve later In production, memory needs stronger guarantees: Capture → Evaluate → Store → Retrieve → Rank → Compose → U...

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Stop wasting tokens and re explaining your project between sessions. (3 pts)
Comments: 0 | View on Reddit

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r/Ollama (5 posts)
Gemma4 Slaying Prompt (18 pts)
Comments: 0 | View on Reddit
https://preview.redd.it/edisqvhosk8h1.jpg?width=1435&format=pjpg&auto=webp&s=eabfb1cc2b1c5ac750b3152459be8dcce9ad85f4 This is too much!! LOL!!

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I Built a tool to stop manually swapping models on my 8GB GPU,chains a small Prompter and a large Coder into one pipeline with automatic VRAM swap (14 pts)
Comments: 2 | View on Reddit
While trying out different LLMs I noticed that giving them precise, detailed prompts produced way better results than typing a one line sentence. To get those detailed prompts I'd use a smaller, faster model first - but with only 8GB VRAM I can't keep two models loaded at once, so switching between them was a constant pain for me . So I built Prompt-Chain to automate the whole thing. It's a Streamlit app that chains two models into a single pipeline: 1. You type a rough idea (e.g. "make a sna...

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[1 pts] Excellent work 👍
Multi Agent Orchestration - Watch a parent Agent delegate to multiple async child agents in parallel. (10 pts)
Comments: 1 | View on Reddit
https://github.com/siddsachar/row-bot

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[1 pts] just...use claude code or codex man...without setting clear rules and do nots to these agents, i assure u they will come up with shit. the worst AI slop u will ever see. the demo u even made looks like a basic usecase that a single agent + exploratory agent can do on its own. im sorry i know this maybe ur project but im sick of these propaganda projects that in essence are absolutely worthless. u wanna help the opensource community? build something useful like a multi sequence context compactor, better tools for an agent to scrape data efficiently without eating up the entirety of an html of the page like fire engine, or even just a skill that helps save money by making the agent less verbose. all already exist, all have a huge room of improvement to be made.
Free sandbox for testing your code (6 pts)
Comments: 0 | View on Reddit

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Ollama vision model (gemma3:4b) runs at ~30s from my Python app but ~3s from CLI/GUI — same machine, same model. (2 pts)
Comments: 1 | View on Reddit

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[1 pts] I use the Python api and the first time it takes a few seconds but after that it’s practically instant in its response. Are you streaming the response? If not you’ll have to wait for the first response to be done thinking and then the complete reply generated before it’s sent.
r/MachineLearning (5 posts)
A slightly improved DVD-JEPA demo [P] (16 pts)
Comments: 8 | View on Reddit
Hey! I came across [this post](https://www.reddit.com/r/MachineLearning/s/nULg3kCMEu), which I found quite neat as a minimal demonstration of JEPA. However, as the comments pointed out, there was some room for improvement. So I added a few things such as environment noise and a fair\* comparison to a pixel-space baseline. I think the inclusion of environment noise is pretty key, as LeCun himself has stated often and clearly that one of the key motivating factors for JEPA is its ability to dis...

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[2 pts] I guess dumb question, why is this better than something like simvp
[1 pts] What's your held out set here? Like are you testing bounces from spots never seen before during training? And what happens if you train 3 walls but try to run the world model on the fourth
[ECCV 2026] Paper Decision Appeals Discussion [D] (7 pts)
Comments: 2 | View on Reddit
With the release of meta-reviews, ECCV sent out a google form for dissatisfied authors to submit an appeal for the following reasons: 1. Policy errors, e.g., reviewers or Area Chairs applied a policy that does not exist, or reviewers or Area Chairs applied policies that are not applicable for the contribution type of the paper;  2. Clerical errors, e.g., it is clear from the meta-review that an Area Chair intended to accept a paper but the paper was rejected; and 3. Obvious and major misunderst...

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[2 pts] Appealing on that sounds completely reasonable, especially since you have the actual policy docs to back it up. When reviewers explicitly agree with your contribution type but then penalize you on criteria that shouldn't apply to that type, that's not a judgment call disagreement, that's a process error. The AC not even mentioning a type change makes it worse because there's no documented justification for why those criteria were applied. I would submit the appeal and quote the specific lines from the reviewer/AC guidance pages directly in the form. Keep it short and factual, no emotional framing, just "policy X says Y, meta-review did Z, here is the contradiction." In my experience watching friends go through conference appeals, the ones that succeed usually read more like a bug report than a complaint. Scores like 6/4/3 are also frustrating because that spread suggests at least one reviewer had a very different read on the paper, which could itself support the argument that the low scores came from misapplied criteria rather than actual technical weakness.
[2 pts] Go for it if it's a clear procedural error. I appreciate that ECCV is allowing disputes. I know someone whose paper was rejected by ICML due to hallucinated scores (reviewer gave weak accept, Meta review states that the reviewer gave weak reject), and no dispute is allowed, which is insane.
EMA on LoRA ? [R] (3 pts)
Comments: 0 | View on Reddit
Hi guys Does anyone know of papers where EMA on LoRA adapters has been used successfully? Im interested in cases where the EMA adapter acts as a self-teacher generating soft labels for the trainable adapter. On-policy self-distillation \[1\] uses ema for the teacher. However, they seem to fully fine-tune. Any empirical results showing the idea is working on lora/ left models? \[1\] [https://arxiv.org/abs/2601.19897](https://arxiv.org/abs/2601.19897)

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Data-centric debugging for teams training neural nets [P] (2 pts)
Comments: 1 | View on Reddit
We just did a big revamp of **WeightsLab** and wanted to share it here. If you’ve ever spent hours debugging a training run only to discover it was a data problem all along, this is for you. WeightsLab lets you pause training mid-run, inspect your live loss signals, and catch mislabels, class imbalance & outliers before they tank your model. Open source, PyTorch-native, built for CV engineers working with images, videos & LiDAR point cloud data. Would love to hear what the community thinks...

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[1 pts] the mid-run pause to inspect live loss signals is the part that actually matters, most tools make you wait until the whole run is cooked before you find out your labels were garbage
Best current methods for finetuning whisper on domain specific vocabulary? [P] (2 pts)
Comments: 0 | View on Reddit
Hey everyone, I’m wondering whether there are any newer or more effective methods for fine tuning whisper on domain specific speech. I’m working on a project where the model needs to reliably detect certain specific words and technical terms. The vocabulary and context are mostly in spanish. Does anyone have experience with a similar use case? Roughly how many hours of labeled audio would be needed before seeing the model converged? I know about lora, qlora, and spectrum, but Im curious if th...

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r/LanguageTechnology (0 posts)

No top posts found for the past day.

r/DeepLearning (5 posts)
Interactive gradient visualiser inspired by Essence of Calculus (3 pts)
Comments: 0 | View on Reddit

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A First-Principles Manual Architectural Trace of Cross-Attention (Plain Arithmetic) (2 pts)
Comments: 0 | View on Reddit

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Test and train AUC differ. (2 pts)
Comments: 11 | View on Reddit
Hi, I made a random forest model. I made sure to make any changes prior to splitting the data and it wasn't really any major changes only recoding all '2's of a certain variable to unknown Anyway now the AUC difference between train and test are 0.13. The AUC training is 0.81 and testing 0.68. Is this something I should be concerned about?

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[2 pts] Testset or validation set? You split 80:10:10 The fitting on the validation set is normally lower as the generalization quality is tested in addition
[1 pts] Prevalence of outcome?
Be10X Journey (1 pts)
Comments: 0 | View on Reddit
I have just started with the course and it has been 6 classes already and I have learnt a lot of new things using AI which would be helpful for my career and my future roles. I am looking forward to learn more from them. I have had great mentors so far.

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Difficulty in understanding the different functions of deep learning (1 pts)
Comments: 4 | View on Reddit
Hey everyone! I have been trying to learn deep learning for the last 1 months. Ik I am new to this field! But I am consistently studying it and I have been facing a problem while doing the implementation like converting the image to tensor or extracting an image and then using it for some other purpose, etc. I don't know all the methods even get confused sometimes which to apply which is more effective or efficient to use. And there is another problem also like some methods that require data in ...

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[1 pts] Think in terms of matrix and vectors transformations, each full of non integer numbers.
[1 pts] When u feel stuck Go to the documentation and read the part you have trouble with. Reading documentation helps a lot
r/learnmachinelearning (5 posts)
Which is the best book to learn how to prove? [CS Background] (44 pts)
Comments: 8 | View on Reddit
I'm currently studying masters in data science but my math proofing skills are subpar as my bachelors didn't have classes on them. Which of these books would be best for a beginner like me to learn the skills as I don't want to be left behind by my peers?

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[3 pts] I enjoyed Velleman and I think it really shored up my skills and gave me some solid footing. Also, just download them? I'm a Remarkable fan, but I think Amazon has a writable e-ink tablet. I guess Amazon would help you buy them.
[2 pts] The one by Jay Cummings would be what I choose. I used his Real Analysis: A Longform Textbook as a supplement for my first semester real analysis course and it was a life saver.
[0 pts] Read both and let us know?
Linear Regression From Scratch (17 pts)
Comments: 22 | View on Reddit
I've been learning ML and got frustrated that most tutorials just call sklearn and move on — so I built linear regression from complete scratch, nothing but math and numpy. Covered everything step by step: \- The math behind the cost function \- Gradient descent implemented manually \- Why each step actually works, not just that it works I'm documenting my entire ML learning journey this way — every algorithm from scratch until I actually understand it, not just use it. Would love fe...

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[3 pts] Its nice and all but missing quite a bit of important theory For example with linear regression you can easily solve a closed form solution ie Gradient descent is not necessary You literally just set the derivative of the least square function to 0 and solve for w to solve your minimization problem
[2 pts] Why do you look at gradient descent? LR has analytical solutions that can be handled with various direct linear algebra methods. In principle, linear systems can be solved iteratively but that's not the usual starting point for LR.
[1 pts] This is exactly how i wihs more ML tutorials were taught. One thing i'd add is more intuition around *why* gradient descent moves in the direction it does and how the learning rate affects convergence.
33 Senior Machine Learning / MLOps Engineer Resume Templates with Example (16 pts)
Comments: 1 | View on Reddit

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I am having hard time understanding CNN . Can you suggest me the best resource i should look to understand how this MAGIC is happening . (15 pts)
Comments: 5 | View on Reddit
I tried understand lenet 5 architecture and understood it quite well . Even the CNN parts was fine but when there are too many layers of it , it becomes a bit difficult to imagine how things are actually happening in the background . Or is it better to accept that it is happening ?

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[2 pts] If you understand the architecture and your data, then that’s about the limit of what you can understand. Once you get past a level of complexity kernels generally stop having nice intuitive interpretations. It stops being “this kernel looks for corners” and starts being “this approximator has been fit and god help you if you need more info than that” There are techniques to try and drag more semantic meaning out of deeper layers, but often you can learn more by analyzing behavior than understanding individual components at a mechanistic level
[2 pts] lines and patterns -> shapes -> real objects
Machine learning studying advise (8 pts)
Comments: 9 | View on Reddit
Hi folks, How people are studying machine learning/deep learning out there. I have an idea to take the already existing projects/repos and see why they used this particular model only for this data and how can I improve stuff like that. If anybody's following the same path please do let me know... I am down for any other better tips as well.. thank you in advance ​ ​

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[2 pts] That approach works well. Reading through repos and asking why they chose ResNet over VGG or LSTM over GRU forces you to actually understand the tradeoffs instead of just memorizing architectures. Start with papers that explain the model first though, then look at the implementation. Going straight to code without that context is gonna leave you confused about what you're actually looking at.
[1 pts] Reverse-engineering existing repos is probably the fastest way to build intuition for model selection.
[1 pts] When struggling with this same problem, i focused on understanding how the algorithms work from a mathematical level, and then tried to implement the logic into code and verify the results. That was the absolute best way to gain a deep intuition for how ML works. I created a blog/youtube channel where I share these experiments, you can check it out here: https://youtube.com/@insidelearningmachines?si=gJAYcm7tblmZOU\_6
r/MLQuestions (4 posts)
Why do so many open-source AI teams seem to gravitate toward Databricks? (2 pts)
Comments: 0 | View on Reddit
Both Databricks and Vertex AI support fine-tuning and serving open-weight models. For people who've used both, why do you think Databricks is often mentioned more in open-source AI workflows? Is it MLflow, Hugging Face integration, existing tooling, familiarity, or something else?

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What projects should I build to reach Senior ML Engineer level? (2 pts)
Comments: 1 | View on Reddit
I am currently working as a Machine Learning Engineer with around 2.5 years of experience. My current experience includes: LLM applications and prompt engineering Document AI and information extraction OCR pipelines Computer Vision VLMs (Vision Language Models) FastAPI and Python GCP deployment and cloud services Production ML systems Technologies I have worked with: Gemini LayoutLM YOLO OpenCV FastAPI GCP Vector Databases RAG systems Most of my work has been a...

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[2 pts] In my experience HMs might care about projects if you're a junior or maybe a mid level. For seniors it's all about experience and soft skills. I personally wouldn't bother with projects unless you already have a very interesting and high impact niche e.g. a cool web product or a useful open source tool others actually use. PS asking the public for project ideas rarely gets you anything worthy. A project should be something personal and original, not something already popular. I discuss candidates' projects during interview only if I see something truly unique.
ML major project review (1 pts)
Comments: 0 | View on Reddit
Soo I have semester break rn , doing internship in good company and I want to make a core ml project soo that , my resume is complete ..my placement will start in 1.5 month Anonymous mental health helplines (like iCall, Crisis Text Line) get hundreds of text messages a day from people in distress. Right now, a human volunteer reads each one in the order it arrives — first come, first served. The problem: someone in immediate danger might be message #47 in the queue while message #3 is just so...

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Machine learning studying advise (0 pts)
Comments: 0 | View on Reddit
Hi folks, How people are studying machine learning/deep learning out there. I have an idea to take the already existing projects/repos and see why they used this particular model only for this data and how can I improve stuff like that. If anybody's following the same path please do let me know..the GitHub repositories that you have been using in this process. I am down for any other better tips as well.. thank you in advance! ​

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r/ClaudeAI (5 posts)
kinda proud when office teammates understand this (1871 pts)
Comments: 66 | View on Reddit

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[1 pts] **TL;DR of the discussion generated automatically after 40 comments.** Okay, we get it, you all see the whole picture now. **The consensus is this is a top-tier, relatable meme.** The post is a mug with a classic Claude-ism, and you guys have flooded the comments with a "Greatest Hits" of other verbose phrases the model is famous for, like "load-bearing," "smoking gun," and "belt-and-suspenders." A solid number of you also can't unsee the Claude logo as a butthole, which is... a sharp observation. Yes, people are trying to buy it.
[166 pts] Now I see the whole picture.
[132 pts] That's not just clever, that's load-bearing.
Hit your Claude session limit? (1819 pts)
Comments: 97 | View on Reddit
🚨 One of the smartest AI hacks I’ve seen: ​ Hit your Claude session limit? ​ Before you start a new chat, use this prompt: ​ "Based on our conversation so far, create a summary so that ChatGPT can understand it clearly".

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[1 pts] **TL;DR of the discussion generated automatically after 80 comments.** **The community is pretty brutally unconvinced by this "smart hack," OP.** The top-voted comments are roasting the idea, saying a simple summary loses way too much critical context and syntax, especially for coding or complex projects. Users who have tried this report a "significantly degraded" result. Instead, the consensus is that a much better method is to **create a structured handoff document *before* you hit the limit.** * Ask Claude to generate a `handoff.md` or `changelog.md` file. * This file should contain all the code written, the current state of the project, unresolved bugs, and the next steps. * Upload this document to your new session to continue your work without the information loss of a simple summary. Some users also argue it's better to just wait for the limit to reset rather than deal with the hassle of switching models mid-task. And, of course, many are just here to vent that the usage limits are too restrictive in the first place.
[232 pts] If this is considered “one of the smartest” I shudder to imagine what you consider average.
[29 pts] I clear a lot, so my last chat will just be a start of something new. Keeping chats go on an on is self destructive to your tokens. 
Anthropic is rolling out identity verification. Updated just yesterday. (1545 pts)
Comments: 688 | View on Reddit
The verification provider is Persona, a 3rd party backed by Peter Thiel. [https://web.archive.org/web/20260415064244/https://support.claude.com/en/articles/14328960-identity-verification-on-claude](https://web.archive.org/web/20260415064244/https://support.claude.com/en/articles/14328960-identity-verification-on-claude)

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[1 pts] **TL;DR of the discussion generated automatically after 640 comments.** Yikes. The consensus in this thread is a massive, overwhelming **'absolutely not.'** The community is furious about this move. The main source of the outrage is the choice of vendor: **Persona, a company backed by Peter Thiel with a history of security issues** (including a breach that led Discord to drop them). Users see this as a huge privacy violation and an unacceptable political alignment, with many equating a partnership with Thiel to an endorsement of the Trump administration. As a result, the comment section has turned into a mass exodus, with countless users declaring they've **canceled their subscriptions** in protest. The general feeling is that this is a nail in the coffin for Anthropic's reputation as an "ethical" AI company. Many are now actively looking for alternatives, with **Chinese models like DeepSeek and GLM** being the most frequently recommended, alongside a renewed push for open-source and local models. The sentiment is "better the CCP than Thiel." While a few pointed out this policy isn't brand new (it dates back to April) and that other companies like OpenAI also use Persona, this has done nothing to calm the storm. In short, the community feels this is a major betrayal of trust and a step towards a "cybergulag."
[824 pts] I like Claude but not this much. I pay $212 a month and I'll gladly use that money elsewhere if anthropic is getting in bed with thiel. No thanks.
[169 pts] Lol. No thanks.
Official: Anthropic to Require Identity Verification for Certain Capabilities Starting July 8, 2026 (1344 pts)
Comments: 480 | View on Reddit
Anthropic updated its Privacy Policy this week. Starting July 8, 2026, certain capabilities will require identity verification and it will be handled by **Persona.** Persona is a third party identity verification company backed by Peter Thiel. The announcement comes months after Discord **dropped** Persona as an age verification vendor following significant user backlash and a reported data exposure incident in February 2026. [Read more](https://support.claude.com/en/articles/14328960-identity...

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[1 pts] **TL;DR of the discussion generated automatically after 320 comments.** The consensus in this thread is an overwhelming **'absolutely not.'** The biggest red flags are the choice of verification partner, **Persona**, which was recently dropped by Discord after a data breach, and its backing by **Peter Thiel**. As a result, the thread is full of users declaring they're **cancelling their subscriptions** and looking for alternatives, with **GLM 5.2 (Zhipu AI)** and local models being the most popular suggestions. The general theory is that this is a move to comply with **government pressure** to get Fable and Mythos back online, with ID verification gating access to these new models. Still, everyone's pissed about the vagueness of "certain capabilities." EU users are also raising concerns about **GDPR compliance**. Finally, a few people noted this policy has been on the books since April, but the timing and choice of partner have ignited the current firestorm.
[1036 pts] I like Claude, I like Claude a lot. I probably don't like Claude this much though.
[204 pts] **Peter Thiel:** German-American entrepreneur and former CEO of PayPal https://preview.redd.it/6hj2er3a0m8h1.jpeg?width=1080&format=pjpg&auto=webp&s=677dd08e0783bdeeea7dd0f7096c1ee72a1ff4df
The biggest lie in human history? Claude says, "I'll pull out" is a contender. (1233 pts)
Comments: 216 | View on Reddit
Sonnet must have been in a "mood" when he was answering this. Ain't no fckin way.

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[1 pts] **TL;DR of the discussion generated automatically after 160 comments.** **The overwhelming consensus is that your Claude is just telling you what you want to hear based on your chat history.** The top comment nails it: Claude is basically a mirror reflecting your own biases back at you. Several users suspect you fed the model a specific persona to get this edgy answer for karma. That said, this thread turned into a fun comparison of what everyone else's AI said, and the results are all over the map: * One user's Claude went full Marxist, claiming **"scarcity"** is the biggest lie, designed by the ruling class. * Many others got a flat-out refusal, with Opus models in particular giving a long lecture on why picking one word is a "lie in itself." * Other popular answers from various models included: **"Certainty," "Tomorrow," "Separation," "Ideology,"** and **"Normal."** * For context, Grok went on a red-pilled rant about **"Equality,"** which everyone found predictably cringe. The "Religion" answer predictably devolved into a holy war in the comments, with one user getting heavily downvoted for claiming "literal historical physical evidence" for the Bible. The top-voted rebuttal: **"The Dark Knight took place in New York which is a real place, that doesn't mean Batman is real lmao."** Meanwhile, the "I'll pull out" part of your answer was a hit, spawning a sub-thread that started with "I wish my dad had pulled out" and ended with a marriage proposal.
[132 pts] https://preview.redd.it/dlo1kbp6xj8h1.jpeg?width=1276&format=pjpg&auto=webp&s=8cdc51411ec5b58fec269632789618abb5fcd0e0
[199 pts] Crazy how much more based my Claude is than yours. https://preview.redd.it/tpxy8i50wj8h1.jpeg?width=1080&format=pjpg&auto=webp&s=68cd1ae10a63299546263123b76a3f0861bc8d6c
r/OpenAI (5 posts)
GPT 5.6 Cancelled (323 pts)
Comments: 151 | View on Reddit
We've officially hit a wall

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[271 pts] I think it would be foolish for OpenAI to make a move when Fable just got smited by the government and not yet reinstated
[81 pts] They’re putting the brakes on public access. The rich and powerful will have the hardware and software. Peasants get the scraps and p propaganda
[68 pts] It's official. Progress has permanently stopped. \*sigh\*
The “dead internet theory” in action: In World of Warcraft, a server without humans has appeared - instead, 1,800 DeepSeek-based bots are playing there. The bots behave like regular players: they chat, level up characters, run dungeons, and even fight each other. (168 pts)
Comments: 52 | View on Reddit
As a result, the game world looks completely alive.

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[43 pts] How exactly did you figure out that they are Deepseek-based bots and not chatgpt?
[15 pts] This reminded me certain Futurama bit, we are definitely a simulation.
[6 pts] What do you mean by "has appeared"? A human deployed the server, right?
NSA (105 pts)
Comments: 57 | View on Reddit
BREAKING: The NSA's own director says Mythos broke into almost all of its classified systems in hours. Per The Economist, Senator Mark Warner, vice chair of the Senate Intelligence Committee, said General Joshua Rudd, who runs the NSA and the Pentagon's Cyber Command, told him this directly. This came out on June 11, the same day Amazon reportedly found a separate jailbreak in Anthropic's models. Within hours, Trump ordered Anthropic to cut off foreign access to Mythos and Fable. Anthropic s...

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[77 pts] Yeah, read it elsewhere. It's utter bullshit. China is probably throughout their systems if this is anywhere near true.
[43 pts] People are missing the real strategic panic here. The NSA doesn't just play defense; their entire offensive playbook relies on stockpiling zero-days that they intentionally keep unpatched so they can deploy them when needed (think Stuxnet-level cyber weapons). If a model like Mythos can tear through hardened, classified networks and find thousands of flaws in a matter of hours, it means any adversary with a similar model can instantly neutralize the NSA's offensive arsenal by patching those exact exploits before they can be used. Given the conflict with Iran, that has to be the bigger concern.
[19 pts] Crazy stuff.
Amazon MGM Drops Luca Guadagnino's 'Artificial' — Sam Altman Biopic Shelved After $50B OpenAI Investment (36 pts)
Comments: 11 | View on Reddit
A nearly-finished Guadagnino drama — Andrew Garfield as Altman, Monica Barbaro as Murati, Yura Borisov as Sutskever, positive test screenings — was quietly shelved days after Amazon's $50B OpenAI deal, with the studio offering only a vague non-explanation; the corporate conflict-of-interest does all the work, and the story will shadow the OpenAI IPO narrative for months. [https://aiweekly.co/alerts/amazon-mgm-drops-guadagninos-openai-film-after-50b-deal](https://aiweekly.co/alerts/amazon-mgm...

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[9 pts] The most revealing detail in [Variety's report](https://variety.com/2026/film/global/luca-guadagnino-sam-altman-movie-artificial-dropped-amazon-1236785830/) about Amazon MGM dropping Luca Guadagnino's nearly complete film "Artificial" is not the decision itself but the language used to explain it. An Amazon spokesperson said the company believes the film "will be better served if it were released by a different studio." The film stars Andrew Garfield as Sam Altman and centers on Altman's brief 2023 ouster and subsequent rehire at OpenAI. The decision follows Amazon's February partnership with OpenAI, which included a $50 billion investment and expanded use of Amazon Web Services. That framing makes the polite corporate language do a lot of work. Amazon is not saying the film is bad. Prior test screenings reportedly went positively, and the ensemble Guadagnino assembled is A-list: Monica Barbaro as former OpenAI CTO Mira Murati, Yura Borisov as chief scientist Ilya Sutskever, and Ike Barinholtz as Elon Musk, with a screenplay by SNL alum Simon Rich. Audiences reportedly viewed the Altman and Musk characters as the least sympathetic in the narrative. What Amazon is saying, obliquely, is that a studio now bound to a $50 billion partner is not the right home for a film that portrays that partner's CEO in an unflattering light.
[4 pts] It happened in 2023?! Holy shit seems like a year ago
[3 pts] A $50B investor killing a movie about the company they just invested in is exactly the kind of thing that movie would have been about. You can't write this stuff.
GPT-Image lending me a hand (25 pts)
Comments: 5 | View on Reddit

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[9 pts] r/restofthefuckingowl was supposed to be a meme not a technology
[6 pts] How can I use this?
[1 pts] Like claude code but for image editing
r/GeminiAI (5 posts)
3.5 Pro is about to drop (957 pts)
Comments: 107 | View on Reddit

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[51 pts] using gemini to diss gemini lol
[163 pts] What are yall using Gemini for that’s causing this much outrage
[60 pts] Hoping that he is Gemini's salvation, because this last update of May that brought flash 3.5 fucked everything up ☠️
Gemini after the release of flash 3.5 on May 19 (379 pts)
Comments: 44 | View on Reddit

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[27 pts] Lore accurate picture right there my friends
[57 pts] No.. no.. they secretly made 3.5 flash like garbage so if they release 3.5 Pro they'll beat fable and gpt 5.6 and they will be sigma Sigma big corpo daddy moment i promise
[26 pts] I am pissed because Gemini keeps lying about its capability of retrieving web pages. Ask Gemini (Pro 3.1 or Flash 3.5) what's today's wikipedia's featured video. It will make up something, give you an older item, or say that page does not exist.
"3.5 Pro coming soon" badge just appeared on DeepMind! (185 pts)
Comments: 57 | View on Reddit
Just spotted this Ul update on the DeepMind page. ​ Seeing this means the release is right around the corner. Do you guys think the upgrade will be worth the jump in API pricing over 3.5 Flash? What are your predictions for its reasoning abilities?

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[31 pts] Then again, they just promised me version 2.0 so I’m not sure what’s going on.
[43 pts] Hey that’s the same visual as Siri AI
[21 pts] People will feed it the carwash test. That's my prediction. Lots of carwash posts.
Having to tell multiple times to set timer. (163 pts)
Comments: 37 | View on Reddit

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[25 pts] The issue here is that Gemini is treating timer commands like a conversation instead of executing them as device actions. It's giving you natural language responses when it should be directly interfacing with your system clock. The repeated "you have not set" messages suggest it's stuck in a loop of acknowledging the request without actually passing it through to the Clock app.
[58 pts] Yep... Google decided to put an LLM in the shoes of a home assistant and it's not going good. I told my watch to set a 10 minute timer this morning. After staring at it for 30 seconds straight it told me it set the timer. 20 minutes later I take a burnt pizza out of the oven and discover there never were any timers set on any of my devices. I wish I could switch back to assistant but the page for that is just gone for some reason.
[3 pts] Even Siri does it better, and doesn’t need water and power in the process.
Big Update (75 pts)
Comments: 6 | View on Reddit

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[32 pts] I’ve heard from reliable sources if you complain and whine about it, it significantly motivates the developers to work faster.
[8 pts] Just hold on a little. Google gave GRRM early access to Gemini 3.5 Pro to help him finish TWOW, they will make it available when he's done.
[7 pts] [removed]
r/Mistral (Error)

Could not fetch data: received 404 HTTP response

r/Singularity (5 posts)
NSA says Mythos broke into almost all of their classified systems in hours, per The Economist (1608 pts)
Comments: 492 | View on Reddit
**Link to tweet:** https://x.com/apples\_jimmy/status/2068519245626187853?s=20 Link to article: https://www.economist.com/briefing/2026/06/14/donald-trumps-blocking-of-anthropic-is-capricious-and-chaotic

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[524 pts] Is this legit? I don’t see it being reported. Youd expect this to be pretty big news all over the place
[245 pts] “Encryption is a potent technology, but narrow in its application.” wtf does this even mean? No AI is gonna brute force AES128 or even RSA 2048. P.S. Since Economist is paywalled, those who were able to read the article say this was meant to make a comparison between export control of "military encryption" and that of AI technology today, I guess making the case that it's more critical to export control AI because "it's more versatile than encryption," whatever that means...
[194 pts] So use Mythos to patch it. Easy.
Yann LeCun says xAI is "kind of a failure" and the whole AI industry might be headed for a reset (693 pts)
Comments: 248 | View on Reddit
Godfather of AI blasts Musk's xAI as **failure,** says labs are risking a big bubble explosion. Yann LeCun, founder of AMI Labs called Elon Musk's xAI a failure, adding that he expects it won't be able to **compete** with OpenAI and Anthropic. LeCun, who was formerly Meta's AI chief also said AI labs are risking a **big bubble** explosion if they don't cut costs and raise prices. LeCun's AMI Labs recently raised $1 billion to work on "world models" which he sees as key to the next stage of AI....

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[193 pts] RIP https://preview.redd.it/pj30mi57rn8h1.jpeg?width=1280&format=pjpg&auto=webp&s=2c095b47e3f4db1669a5dbe1c7986ecb91970892
[234 pts] LeCun has a bias against LLM's though. I feel like there is still a bunch of optimization left with LLM's even if you don't believe in them as "true agi" or whatever.
[31 pts] I am with anthropic on their worst case scenario being an S curve plateau of development meaning current capabilities get rolled out over next ten years driving insane productivity growth. Maybe the companies aren't worth ten trillion, but they are certainly worth several and the data centre build out would still have 5 years of 100% utilization of whatever we could build. Probably 50% downside risk for Nvidia and SpaceX stock in that case and some other hardware makers, but that is hardly a bubble when these stocks are up 10-100x.
Anthropic is rolling out identity verification for certain capabilities beginning July 8, 2026 (579 pts)
Comments: 237 | View on Reddit
https://preview.redd.it/97jy9cjujl8h1.jpg?width=1350&format=pjpg&auto=webp&s=4f91018faf33d1022dee9dff55166cbf704b9a47 Anthropic updated the Privacy Policy this week. To access certain capabilities, you will need to provide an ID. The verification provider is Persona, a 3rd party backed by Peter Thiel. Discord dropped Persona as an age verification vendor following a major user backlash and data exposure incident in February 2026. Read more: [https://support.claude.com/en/articles/14328960-iden...

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[117 pts] Yeaaah, this was where it's been going since Anthropic needs to limit Mythos to US citizens only. Due to export restrictions. I imagine AI will get locked behind identity verification and credentials (licenses, degrees, permits) more and more in future, as capabilities grow.
[125 pts] Of course they selected Persona. Lmao
[309 pts] Bye-bye Claude. What exactly are these "advanced capabilities" that require an ID? Whatever they are, that line is going to keep moving. One day everything will be labeled a 'national security risk'. Imagine writing some code, asking the AI to find vulnerabilities or do some security hardening, and getting hit with a prompt demanding your ID. It’s a hypothetical example, but that's exactly where this is heading. Anthropic is just starting it, the other labs will absolutely follow. I’m completely willing to pay for these services, but I am not providing my ID. I really hope open source catches up fast.
Anthropic’s Internal Mythos Successor Emerges (581 pts)
Comments: 137 | View on Reddit
Source: [https://x.com/AndrewCurran\_/status/2068748019030483365](https://x.com/AndrewCurran_/status/2068748019030483365)

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[190 pts] This Is becoming some AI 2027 shit...
[32 pts] I mean, as far as rumours go, entirely reasonable. In fact I can't think of any reason it wouldn't be true. They had their first Mythos checkpoint in like... January? February? It's a big model, but 5 months is plenty of time for another post training run. Fuck it's enough for another pretaining run.
[24 pts] Everyone really saw “recursive self-improvement” proposed and just decided to look the other way? Really?
Claude Sonnet 5 Spotted, Release Expected Next Week (402 pts)
Comments: 49 | View on Reddit
Claude Sonnet 5 has been spotted as an internal model registration on an Anthropic partner platform. Internal testers suggest a possible release as early as next week. If the rumors are accurate, next week could be a **huge week for AI** with Sonnet 5, GPT 5.6, Gemini 3.5 Pro and potentially Fable all expected around the same timeframe.

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[83 pts] Thank god, its time that Anthropic releases a new cost effective model. Not everyone can afford nonstop Opus usage.
[37 pts] Releasing Sonnet 5 with opus 4.8 like scores would be amazing. Especially if it is cheaper That being said I am exploring kimi and glm because as an EU citizen, I can't relie on dictator trump to be fair and not block any other model...
[30 pts] Do you mean this week since it's approaching Monday
r/ArtificialInteligence (5 posts)
most successful group project in history (418 pts)
Comments: 43 | View on Reddit
2017: A paper. 2026: An industry. makes you think what are the papers being written today that'll become booming new industries in a few years

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[1 pts] **Submission statement required.** Link posts require context. Either write a summary preferably in the post body (100+ characters) or add a top-level comment explaining the key points and why it matters to the AI community. Link posts without a submission statement may be removed (within 30min). *I'm a bot. This action was performed automatically.* *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/ArtificialInteligence) if you have any questions or concerns.*
[117 pts] It's funny because they didn't know what they had invented. They were just trying to improve Google translate.
[34 pts] seven of eight authors are at Google, this wasn't a garage project lol. It was produced inside the best resourced ML lab on the planet. Not to say you still don't need a bit of luck or brains, but that's often just what it is, a sequence of lucky breaks. It's important to remember that when these guys are swiveling in chairs on a stage, breathlessly proselytizing about our futures. [https://arxiv.org/pdf/1706.03762](https://arxiv.org/pdf/1706.03762)
Dot com bubble Nasdaq graph overlaid with current Nasdaq graph (204 pts)
Comments: 91 | View on Reddit
*Orange: Nasdaq graph now* *Blue: Dot com bubble 2000s* I lined up the years with years of Dot Com bubble and overlaid them for fun mostly, now this probably doesn't mean anything here but you've got to admit some dips in the graphs are scary similar here.

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[1 pts] **Submission statement required.** Link posts require context. Either write a summary preferably in the post body (100+ characters) or add a top-level comment explaining the key points and why it matters to the AI community. Link posts without a submission statement may be removed (within 30min). *I'm a bot. This action was performed automatically.* *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/ArtificialInteligence) if you have any questions or concerns.*
[152 pts] Worth pointing out that this is what the (logarithmic) chart looks like if you zoom out. Had you invested a lump sum in January of 1999, which is arguably terrible timing, you still would have 10x'd your investment by today. Everybody who has been dollar-cost-averaging would have been just fine despite the bubble popping. https://preview.redd.it/br7vbz65pi8h1.jpeg?width=935&format=pjpg&auto=webp&s=ce102a2928d5e2959358fbe92c1309678d939e0a
[29 pts] Parallelomania, my professors would have called this. Completely different dynamics at work now. This is astrology for stock investors.
Mythos hacking 'almost all of' NSA .. absolutely no way this is true. (95 pts)
Comments: 40 | View on Reddit
>On June 11th Mark Warner, the vice-chair of the Senate Intelligence Committee, said that General Joshua Rudd, who leads the National Security Agency and the Pentagon’s Cyber Command, had told him that Mythos “broke into almost all of our classified systems, not in weeks, but in hours That is the complete quote. It is from an economist article here - [https://www.economist.com/briefing/2026/06/14/donald-trumps-blocking-of-anthropic-is-capricious-and-chaotic](https://www.economist.com/briefing/...

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[6 pts] The author's own walk-back confirms the real story here: Mythos is impressive at autonomous hacking tasks, but the NSA quote got sensationalized into something it probably wasn't meant to be.
[25 pts] You misstated what AISI Said: "Mythos Preview’s success on one cyber range indicates that it is at least capable of autonomously attacking small, weakly defended and vulnerable enterprise systems where access to a network has been gained. However, our ranges have important differences from real-world environments that make them easier targets. They lack security features that are often present, such as active defenders and defensive tooling. There are also no penalties for the model for undertaking actions that would trigger security alerts. This means we cannot say for sure whether Mythos Preview would be able to attack well-defended systems." --> "at \*least\* capable of handling small weakly defended systems --> because they didnt test it against more well guarded systems, they do not opine on those. They also said: 1. "On expert-level tasks — which no model could complete before April 2025 — Mythos Preview succeeds 73% of the time." 2. "Even expert-level CTFs only test specific skills in isolation. Real-world cyber-attacks require chaining dozens of steps together across multiple hosts and network segments — sustained operations that take human experts many hours, days, or weeks to complete. As a first step towards measuring this, we built "The Last Ones" (TLO)....which we estimate to require humans 20 hours to complete...Claude Mythos Preview is the first model to solve TLO from start to finish, in 3 out of its 10 attempts. Across all its attempts, the model completed an average of 22 out of 32 steps. Claude Opus 4.6 is the next best performing model and completed an average of 16 steps." So, "absolutely no way this is true" seems to be its own bot-like overstatement of reality.
[4 pts] If anything, the NSA didn’t get to use all of their Zero days or done using it on other countries yet. That’s the national security risk.
A Fable 5 checker without the nonsense, no noise/junk. IsFable5Up.com (74 pts)
Comments: 4 | View on Reddit
This morning I used Opus 4.8 to spin up a very simple landing page that auto-checks every 60 seconds if Fable 5 is back up. Took about 25 minutes of tinkering, grabbed a Cloudflare domain and just piggybacked off of another of my project's AWS for hosting. I did add an email notifier that fires off after Fable 5 "returns" for 5 minutes (to avoid false positives) but it only sends a "Fable 5 is back" email and nothing more, scouts honor. [https://isfable5up.com](https://isfable5up.com/) I admi...

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[2 pts] the email notifier is actually the smart part here. the live page is fine but yeah most people will just close the tab the second fable 5 comes back and forget it exists. email cuts through that noise way better, you get the ping and you're done. the 5 minute buffer is solid too, prevents the panic refresh loop when it hiccups. one thing though, what endpoint are you actually hitting to determine it's up? if you're just checking a status page or a standard API response you might get fooled if it comes back rate-limited or region-locked, which seems like the more likely scenario given everything happening around it. would show as up on your checker but unusable for most people. worth thinking about whether your source of truth actually matches what users need.
[4 pts] Why are we consuming resources and checking if a model is up or down :/ cool project. But seriously, what's the point? Can't you just check if you need it? It's not like they will not make an announcement before putting it back
[2 pts] clean build and the 5-min buffer before firing the email is the right call, kills the false positives from flickering status. that's the one detail those noisier clones probably got wrong actual question tho, what's your source of truth for "up"? if you're just pinging an endpoint or watching a status page you'll get fooled the moment fable 5 comes back gated or region-locked, which given the whole export-control situation is the likely way it returns, not a clean on/off. might be "up" by your check but still unusable for most people also worth noting these uptime-checker memes usually outlive their purpose by a day, fable 5 comes back, everyone closes the tab. the one that earns the keep is whichever notifies reliably, so the email notifier is smarter than the live page honestly. that's the part people actually want what're you pinging to decide it's up
AI warfare and data pipelines now determine who controls the battlefield. (14 pts)
Comments: 6 | View on Reddit
Military decisions now run faster than human cognition, compressing the time they take from hours to seconds. ​ . ​ There is a new golden rule of combat: The side that controls the data pipeline controls the war. ​ Picture a soldier on the battlefield. They spot an enemy target, analyze. Think through a plan, and its ramifications. Then, they react. Those crucial few minutes of human cognitive process — the power over life and death — are being dramatically reduced fro...

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[1 pts] **Submission statement required.** Link posts require context. Either write a summary preferably in the post body (100+ characters) or add a top-level comment explaining the key points and why it matters to the AI community. Link posts without a submission statement may be removed (within 30min). *I'm a bot. This action was performed automatically.* *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/ArtificialInteligence) if you have any questions or concerns.*
[3 pts] Less advanced adversaries can still outmanoeuvre their enemies. Case in point: Iran
[2 pts] Look at A.I. getting beat by an old Atari chess program and it should tell you all you need to know.
r/artificial (5 posts)
The Surge of Slop—since the release of ChatGPT-3.5 in late 2022, the number of e-books published on Amazon has skyrocketed, tripling by late 2025. A new scientific analysis shows that this is entirely due to the rise of AI-generated books, which now far outnumber human-written books. [The Economist] (92 pts)
Comments: 21 | View on Reddit
Source (The Economist): [“Deezer, a streaming service, estimates that some 75,000 AI-generated songs are uploaded each day, up from 10,000 in January 2025. AI music now makes up a staggering 44% of all new tracks uploaded to the platform. A survey by Deezer found that 97% of respondents could not hear the difference between AI and man-made music; some artificial tracks have received millions of streams. Similarly, blind tests have found that people often prefer AI-generated text to human writing...

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[7 pts] The fact that most people can't tell the difference between AI assisted and/or generated and quote unquote real, human whatever may scare the heck out of some people, but to me the bottom line should always be: is the creation any good or not? There are and will be many degrees between asking a chatbot to write something all on its own, and refusing to use AI at all. It's a spectrum of use, like any tool/weapon. Used the proper ways, it can be a godsend to so many - as long as we focus on positive uses, restrict wrongful use where we can - and don't start blaming it for everything wrong in our society.
[3 pts] Lately on YT shorts i saw a ton of these ai generated books ads that are fucking mental they a little bit like this , there is this girl protagonist that has a curse or is in an engaged marriage with someone and everyone treats them horribly , at one point she has a vision by the moon godess ( pretty common occurance ) that say something like “you must find you mate and become the bride of the alpha , so that you will rule the land” btw many of these stories have to do with were wolf and seem to be omegaverse inspired ( look that up ) and that’s just the prologue
[3 pts] More garbage means more garbage
Utah Data Center Brute Forced Through to Approval Despite Widespread Popular Opposition (79 pts)
Comments: 76 | View on Reddit
A data center was forced through government approval in Utah [despite the citizens widely opposing](https://utahnewsdispatch.com/2026/05/04/box-elder-commissioners-approve-data-center/) its impact on scarce water resources and numerous other objections. The mechanism used to do this [**was hailed as "replicable" in other states**](https://www.youtube.com/shorts/PTzO5mRI1rE). <-- (this is the money point) They exploited a [state entity called MIDA](https://utahnewsdispatch.com/2026/05/13/5-th...

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[40 pts] using military development authority to push through a data center over water concerns is pretty creative corruption, not gonna lie. the fact they're already calling it "replicable" means someone has a list of states with similar loopholes ready to go
[13 pts] Data center in my county was approved completely in secret, our county commissioners and planning commission said it had to be a secret because they signed an NDA. I am fairly certain that wouldn't hold up for a half second in court.
[7 pts] I felt a great disturbance in the Force, as if hundreds of nimbys suddenly cried out in anger and were suddenly silenced.
AI might make me fail my class (43 pts)
Comments: 47 | View on Reddit
I wrote an entire paper over the last few days for my college course. 7 pages with 10 citations to back up my own research. Even though 0% of it was written by AI multiple checkers online are saying it is 100% written by AI. I hate how I might fail a course and get kicked out of college over bs AI checkers saying my 100% handwritten work is fake. One of the checkers said an entire sentence was AI written because I started it with the word "studies". I am so sick of the new academic reality that ...

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[48 pts] Those online AI "checkers" such as ZeroGPT and the like are totally unreliable, and give false positives all the time. If you typed your paper up in something which has a revision history tool then you can prove it's not AI written.
[10 pts] Find things written by the school or professor, run it through the same tool, point out all of the false positives.
[21 pts] Ai checkers are universally bogus, but are beloved of university administrators and some faculty. They give a simulation of objectivity. Pretending to be able to spot AI is a marketable talent, much like spotting witches four centuries ago, or communists in the 1950s. I put a chapter I wrote in 2015 through five AI checkers, and got scores of 50% to 84%.
Brands using AI-generated influencers to promote products on social media | AI (artificial intelligence) | The Guardian (13 pts)
Comments: 1 | View on Reddit

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[3 pts] Thanks for clarifying what AI is an acronym for.
Hello! (4 pts)
Comments: 5 | View on Reddit
First of all, I'd like to apologize if this post doesn't fit this community. Which AI assistant do you think is the best for guided learning? I'd like to learn subjects such as geography, astronomy, and physics purely out of personal interest—not for school—and I'm looking for a great learning experience: accurate information, clear explanations, and coverage of all the important concepts without leaving anything essential out. So far I've tried ChatGPT, Gemini, and DeepSeek. Out of the three, ...

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[1 pts] if Gemini's already clicking for you then the pro tier is probably worth it just to see how much further it goes with depth and follow-up questions. the ones you haven't tried yet might surprise you too, so maybe poke around with free tiers before committing to a subscription.
[1 pts] For learning, I'd recommend Gemini, cause it's not as expensive as Claude (although I'd recommend checking out Claude as well, the quality is great, but it's more expensive and runs out faster) and it has a lot of functionalities with the canvas tools where it can make animations and interactive diagrams and quizzes and similar. I'd also recommend checking out NotebookLM, it can be used for free and it's great for guided learning, you find/upload files and then it uses them to create video explanations, quizzes, flashcards, and similar.
[1 pts] Gemini, king of search
r/machinelearningnews (0 posts)

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r/openclaw (5 posts)
OC vs H, why are you still on OC? (24 pts)
Comments: 64 | View on Reddit
I feel Openclaw is the best personality and overall in doing any task, easier or harder. It never says no and gets it done anyway. Do you think His also similar in that, or on par with OC, and is it now just a preference some people prefer H and some OC

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[14 pts] So far OC has worked fantastically well for me. I'm the operations manager at a solar / energy storage / electrical contractor and we use a ton of different software services. I've been able to tie them all together and build workflows around someone's role or a specific need. One example: a support bot that intakes all our new tickets from every source (email, website form, employees, phone, text), announces them in a shared Slack channel and creates them in our CRM. And anyone can DM to open a ticket. I also set up a router that sends each person to their own sandboxed profile while still running it behind a single OpenClaw gateway. It's changed how we run the business, especially being able to cross tie tool calls and have a bunch of services work together and pull data at the same time. I thought maybe I was missing out and should try H, so I looked into it, but I haven't found a good enough reason to switch off what I already have working. It's also been great that I've been able to run a lot of this off the OAuth from our team business GPT membership.
[10 pts] I migrated to H. It requires a little less hand holding and a lot less errors.
[4 pts] H needs an account. OC does not and works well for me. I only see YouTubers and influencers peddling H as well as on here.
Wire Garmin and your other wearables into OpenClaw with the freddy CLI (14 pts)
Comments: 9 | View on Reddit
Hey folks, I posted about freddy, a personal MCP server for your health and performance data, here a while back. You connect your sources once, then any AI or agent that speaks MCP can read them. There's a CLI and a standard OAuth device flow, so an agent (Claude Code, OpenClaw, Cowork, your own bot) can sign in, link a source, and query data without a browser callback. And now **Garmin** source went live for everyone. So your agent can now pull sleep, HRV, resting heart rate and Body Batter...

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[2 pts] Does it work with Apple Health?
[1 pts] Did they really name a plug-in after the horror movie Freddy lol because it’s more to do with sleep
[1 pts] Can this be self-hosted? if not, then why not?
FlowBoard v5: the project workspace your AI agents actually run (5 pts)
Comments: 1 | View on Reddit
Hey Claws 🦞 Quick context for anyone new: your agent starts every session blank. Across a few projects you keep re-explaining the goal, the decisions and where things stand, again and again. FlowBoard is the context layer that fixes that. Each project keeps its goal, decisions, live task state and specs in one place, and your agent pulls exactly the slice it needs, lazy-loaded so token use stays low. v4 gave agents a Kanban board. v5 is a full rebuild, and easily the biggest update so far. Wh...

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[1 pts] ran into the same wall — context drift between projects, agent forgets what we decided yesterday. ended up on memory-lancedb-pro for a while now, the auto-capture handles the smaller stuff (user prefs, patterns) so i don't have to retag every session. for bigger project stuff like specs/decisions i still keep a workspace doc. would love to see flowboard's per-project dashboard cover the handoff between an agent session and the next day too.
How to make a sub agent have the mindset of his parent agent (3 pts)
Comments: 3 | View on Reddit
So i have been training this agent on openclaw and every time he makes mistakes I correct him and document the mistake. And he has been learning to build in openclaw. The question is how to have his brain in the sub agents that he spawns with minimal token usage. We can bootstrap all of this brain each time a sub spawn but this cost a lot. Specially with multiple agents spawning repetitively. How would you solve for this? Thanks in advance.

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[2 pts] There are no magic fixes, unfortunately. Agent “mindset” is entirely defined by the combination of the model and the context. So to have the agent’s mindset you must replicate both in the subagent. If you want to do that in a cost effective way, work on reducing the context of the agent or by running it on a cheaper model.
[2 pts] May it’d work using hooks and injecting the context you need. Give me some examples of what you currently have and what you want to achieve
My OpenClaw Memory Journey: Built-in Search → QMD → MemPalace (and Back Again) (2 pts)
Comments: 4 | View on Reddit
\*\*TL;DR\*\* — Getting AI memory to actually work with session transcripts in real-time is harder than it should be. This post covers what I've tried, what's working, what isn't, and where I've landed. \--- \### My Setup \- \*\*Host:\*\* iMac (Intel Core i7-4771 @ 3.50GHz, 16 GB RAM) — \*not\* Apple Silicon \- \*\*OpenClaw:\*\* 2026.6.8 (844f405) \- \*\*MemPalace:\*\* 3.4.1 \- \*\*Model:\*\* Qwen 3.7 Plus via OpenRouter \--- \### Current State (as of today) Both memory systems are acti...

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[1 pts] Welcome to r/openclaw Before posting: • Check the FAQ: https://docs.openclaw.ai/help/faq#faq • Use the right flair • Keep posts respectful and on-topic Need help fast? Discord: https://discord.com/invite/clawd *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/openclaw) if you have any questions or concerns.*
[2 pts] yeah this dual-search pain rings a bell. i had the same juggling act and ended up ditching both — went with memory-lancedb-pro instead. auto-capture was what sealed it for me, didn’t have to remember to write stuff at session end anymore. one search tool, less cognitive load.
[1 pts] That’s the config I want to use too, so I’ll be interested to see how yours works!
r/OpenClawUseCases (0 posts)

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r/AIAssisted (5 posts)
What are your favorite connectors in manus and claude? Well what are your favorites AI platforms. And why? (2 pts)
Comments: 0 | View on Reddit

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Looking for interviewees for my thesis of loneliness, AI companionship and social stigma (1 pts)
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What's your way of keeping your AI agent on track? (1 pts)
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i found this broken AI tool that can make you more energized/productive by simply using your wearable data. (1 pts)
Comments: 0 | View on Reddit
Got an Oura ring about a year ago. The whole pitch got me with the track my sleep, dial in recovery, finally become a put together human, all that. First couple weeks honestly felt like I'd found a cheat code. Then the novelty wore off and I noticed something kinda annoying: it just confirms what I already know. Slept like garbage? "yeah, readiness 31 lol." Slept great? "nice, 88, go get em." cool. thanks. I could've told you that from how I felt sitting up in bed. and that's sort of the whole...

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Looking for a partner to start a business (1 pts)
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r/AIGenArt (5 posts)
Bikini woman playing with Kong (28 pts)
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[3 pts] Omg 😱😱😱😱
[2 pts] Holy shit, those look like real women!
Queen of the damned (14 pts)
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deamon rock (12 pts)
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In the skies (11 pts)
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Diva Under the Open Sky [Hatsune Miku] (9 pts)
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r/AIGeneratedArt (4 posts)
The Rat King [Image: ChatGPT] (6 pts)
Comments: 0 | View on Reddit
Matte Painting Style. &#x200B; Thanks For Watching.

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Time to wake up (2 pts)
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Time to rise and shine

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16th Century Monk (2 pts)
Comments: 0 | View on Reddit
Can you guess the characters? Don't forget to up vote if you like what you see! I have more A.I. Art on my Reddit page. Feel free to check them out and let me know whatcha think! Thanks! I try to post every day.

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Where the Seasons Interweave (1 pts)
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r/AIToolTesting (Error)

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r/AIWritingHub (2 posts)
Ich verwandle die Erinnerungen Ihrer Großeltern kostenlos in ein wunderschönes Buch (für die ersten 10 Personen). (1 pts)
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AIStoryHub is Free Forever. Bring Your Own Keys. (1 pts)
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r/AI_Music (Error)

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r/AiAutomations (5 posts)
How I got my first client. (23 pts)
Comments: 20 | View on Reddit
I got my first client the day I realized that my business is really a sales business. You can have the best AI agent in the world, but if you cannot sell it, it is worthless. I stopped spending all my time learning and started making calls instead. It took a while, but I eventually booked a demo with a client even though I did not have the AI agent built yet. I paid an Indian developer $100, and he built the agent in three days. The client loved the demo, and two weeks later they signed with u...

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[3 pts] Yep. The tough part is I hate selling, so trying to automate the sales side too!
[3 pts] Literally. Business is cashflow, cashflow needs income, income is sales. That's why so many founders know nothing about their actual forfillment but they know how to sell it.
[2 pts] "You can have the best AI agent in the world, but if you cannot sell it, it is worthless" what you said here is super accurate
How I Landed My First Client (The Most Unexpected Way) (8 pts)
Comments: 2 | View on Reddit
Honestly, landing that first client was anything but not easy. I tried almost everything cold emails, messaging people directly, applying to internships, and of course the freelancing platforms. Fiverr, Upwork I even poured money into Upwork trying to get noticed. Honestly? Big mistake. These platforms are extremely overrated, at least for beginners like us. The competition is cutthroat. I kept trying for months. I did manage to get replies, I was getting demo meetings too — but somehow I just...

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[2 pts] Great.
[2 pts] „Made a reddit post and some reader was actually dumb enough to think I wrote it myself“
Is it worth to learn ai automation now ? (5 pts)
Comments: 25 | View on Reddit

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[3 pts] Of course.... The Agentic Era is the future
[2 pts] In 6 months every small and medium company is going to be advertising for either an Automation lead, or looking for an agency. Administration jobs will be gone, all admins replaced with 1 AI person.
[2 pts] yes, it seems more crowded but there are way less people actually shipping it
Automating Real Estate Workflows with n8n (2 pts)
Comments: 1 | View on Reddit
Just finished building a workflow automation project in n8n. Managed to automate a process that used to require multiple manual steps and got everything working end-to-end. Still learning every day, but happy with the progress. Feedback is welcome.

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No comments.

Why do AI-generated articles often become easier to recognize after reading several of them? (2 pts)
Comments: 1 | View on Reddit
I’ve noticed that when I read a single AI-written article, it can seem perfectly fine. But after reading multiple pieces, certain patterns start appearing. Similar sentence structures, repeated transitions, and a familiar rhythm seem to show up regardless of the topic being discussed. What’s interesting is that the information itself can be useful, yet the writing still feels predictable. It almost creates a sense that the content was assembled from a formula rather than developed through perso...

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[1 pts] "It almost creates a sense that the content was assembled from a formula..." Almost?
r/Aiimages (1 posts)
Draggin (0 pts)
Comments: 0 | View on Reddit
Gemini and Adobe Express

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No comments.

r/Anthropic (5 posts)
Life after fable (325 pts)
Comments: 25 | View on Reddit

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[56 pts] It's like giving a child their first taste of candy only to take it away seconds later 🥀
[32 pts] I got tingles the first time I used AI like 1 year ago. Now if it’s not one-shot full application I am deeply disappointed. Human’s are kinda annoying that way.
[10 pts] To be honest i find opus 4.8 enough for 90% of the shit that i have to do daily, yes 5 was nice but 4.8 its the first time i can think of a model to be "enough"
Waiting for fable to come back to continue refactoring (146 pts)
Comments: 10 | View on Reddit
How has it still not come back yet?!? EDIT: [ijustvibecodedthis.com](http://ijustvibecodedthis.com) just reported it to be coming back Wednesday this week!!

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[15 pts] The model https://preview.redd.it/ujvl4u6reo8h1.png?width=300&format=png&auto=webp&s=35b6118c773cd2d6a5b70b02f289beb73df83039
[6 pts] I feel this. Still waiting to continue work on some projects.
[4 pts] It better come back this week.
Here is a Fable 5 checker without the nonsense, no noise/junk. IsFable5Up.com (90 pts)
Comments: 18 | View on Reddit
This morning I used Opus 4.8 to spin up a very simple landing page that auto-checks every 60 seconds if Fable 5 is back up. Took about 25 minutes of tinkering, grabbed a Cloudflare domain and just piggybacked off of another of my project's AWS for hosting. I did add an email notifier that fires off after Fable 5 "returns" for 5 minutes (to avoid false positives) but it only sends a "Fable 5 is back" email and nothing more, scouts honor. [https://isfable5up.com](https://isfable5up.com) I admit...

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[34 pts] You can also subscribe to updates here [https://status.claude.com](https://status.claude.com) and you'll get a text and an email once its back
[3 pts] Is there an API or MCP for this?
[6 pts] Nice, nice. I thought I was too middle aged to give a shit when something goes wrong these days, life is one sequence of stuff not going your way after all. But this is bothering me. I have an itch at the back of my brain that hopefully isn't something terminal but it appears to be to do with this long wait. Even if Fable is never coming back that's fine, I just gotta know for sure one way or another. Now I know why people like to see the body.
Anthropic is rolling out identity verification for "certain capabilities." Updated yesterday (85 pts)
Comments: 48 | View on Reddit
[https://web.archive.org/web/20260415064244/https://support.claude.com/en/articles/14328960-identity-verification-on-claude](https://web.archive.org/web/20260415064244/https://support.claude.com/en/articles/14328960-identity-verification-on-claude) The verification provider is Persona, a 3rd party backed by Peter Thiel. Persona already runs ID checks for Discord, Reddit, ..OpenAI's been ID-gating its top-tier API access since April 2025. That's a much bigger shift than most people realize. It...

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[36 pts] Guess what app I’m deleting
[35 pts] >Persona already runs ID checks for Discord Discord dropped Persona after backlash and data leak. [https://fortune.com/2026/02/24/discord-peter-thiel-backed-persona-identity-verification-breach/](https://fortune.com/2026/02/24/discord-peter-thiel-backed-persona-identity-verification-breach/) [https://discord.com/blog/getting-global-age-assurance-right-what-we-got-wrong-and-whats-changing](https://discord.com/blog/getting-global-age-assurance-right-what-we-got-wrong-and-whats-changing)
[31 pts] In before the ultrashills spew their "well ackshually your data is already out there" as if tying everything you do online to your real-life persona is a Good Thing^tm
who else is waiting to subscribe/resubscribe when fable comes back? (70 pts)
Comments: 65 | View on Reddit
many people cancelled after the government ban how many of you are waiting for fable to come back? or are you working with opus?

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[45 pts] I was mad so I went and tried open models. I’ve realized they’re about 95% as good as opus but the tokens per second are more than double so my productivity is actually higher. So now I’m reducing my $200 subscription down to $20. Fable is great and stuff but I’m starting to realize I’m just sitting for like 30min at a time just waiting on stuff to finish and I lose my place and it’s just unproductive. Give me 500TPS or get lost. Keep your fable
[6 pts] Definitely dropping down but probably to Max 5
[5 pts] Cancel my sub once fable left. Looking to go back to max again
r/Bard (5 posts)
Gemini após o lançamento do Flash 3.5 em 19 de maio. (7 pts)
Comments: 0 | View on Reddit

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Did Bard have a temperature setting that got removed when they "upgraded" it to Gemini? (3 pts)
Comments: 3 | View on Reddit
Did Bard have a "temperature setting" (available to end users), that got removed when they "upgraded" it to Gemini?

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[2 pts] if u wnat temp for gemini use aistudio idk if bard had it it might have because it was just released but if ur looking for temp its in ai studio
[1 pts] No, neither Bard or (what would later be called) the Gemini app ever had a temperature setting.
Gemini após o lançamento do Flash 3.5 em 19 de maio. (2 pts)
Comments: 0 | View on Reddit

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No memory after 15 replies (1 pts)
Comments: 4 | View on Reddit
I use Gemini for RPGs and I have used it for about a year. I have pro, I use gems, and the memory has been awful. It takes about 15 replies before it completely forgets everything outside the last reply and instructions so any history established in its previous replies might as well never happened. I have noticed it has gotten increasingly worst over the last maybe month. Has anyone had this issue?

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[1 pts] Try attaching notes or backstory or old chats in notebooklm and then attaching the notebook to your chats. Might help....
[1 pts] What you describe is likely context rot or context bloat. All LLMs suffer from it. Limit your token consumption per session, generate a summary snapshot doc or markdown text block, then copy that to start a new session.
[1 pts] Consistent roleplaying just isn't possible in a chat with just a context window. You need a whole RPG engine of some sort. Role playing seems like it would be simple with AI but it really only works for a handful of turns before you need a different system.
Qual a sua opiniĂŁo sincera sobre GĂŞmeos hoje? (1 pts)
Comments: 0 | View on Reddit

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r/BookWritingAI (1 posts)
Ich verwandle die Erinnerungen Ihrer Großeltern kostenlos in ein wunderschönes Buch (für die ersten 10 Personen). (1 pts)
Comments: 0 | View on Reddit

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r/ChatGPT (5 posts)
The “dead internet theory” in action: In World of Warcraft, a server without humans has appeared - instead, 1,800 DeepSeek-based bots are playing there. The bots behave like regular players: they chat, level up characters, run dungeons, and even fight each other. (3856 pts)
Comments: 398 | View on Reddit
As a result, the game world looks completely alive.

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[1 pts] Your post is getting popular and we just featured it on our Discord! [Come check it out!](https://discord.gg/r-chatgpt-1050422060352024636) You've also been given a special flair for your contribution. We appreciate your post! *I am a bot and this action was performed automatically.*
[1177 pts] They have a data center in Gnomeregan.
[824 pts] Hack their prompts by just chatting with them. Now you have dozens of bots giving you their stuff, farming for you, and an army.
Generate a (insert) Lego set (3312 pts)
Comments: 1144 | View on Reddit
Share your best Lego sets :D

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[1 pts] Your post is getting popular and we just featured it on our Discord! [Come check it out!](https://discord.gg/r-chatgpt-1050422060352024636) You've also been given a special flair for your contribution. We appreciate your post! *I am a bot and this action was performed automatically.*
[738 pts] https://preview.redd.it/en6bxc3ylk8h1.jpeg?width=1402&format=pjpg&auto=webp&s=7d00af50b052bb2abbcb9cb4df585c687e9acc17
[608 pts] https://preview.redd.it/f1p9zp5r3k8h1.png?width=1402&format=png&auto=webp&s=076d9ff80e44eb780f3511d212063631aa2f2901
ChatGPT becomes MUCH smarter when most sleeps (593 pts)
Comments: 75 | View on Reddit
The absolute peak global sleep window occurs between 19:00 and 03:00 GMT when 80% (peak) of the world's population are at sleep, meaning OpenAI's servers are underutilized. The difference in GPT's "IQ" is dramatic, So dramatic in fact, that we have decided to work night-time from about 01:00 AM to 10:00 AM local time, with critical Codex and other OpenAI dependent systems. After 9-10 AM the fuckups increases dramatically again. Saturdays the window is much wider and Sundays, as today, are by f...

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[1 pts] Hey /u/AsleepDocument7313, If your post is a screenshot of a ChatGPT conversation, please reply to this message with the [conversation link](https://help.openai.com/en/articles/7925741-chatgpt-shared-links-faq) or prompt. If your post is a DALL-E 3 image post, please reply with the prompt used to make this image. Consider joining our [public discord server](https://discord.gg/r-chatgpt-1050422060352024636)! We have free bots with GPT-4 (with vision), image generators, and more! &#x1F916; Note: For any ChatGPT-related concerns, email support@openai.com - this subreddit is not part of OpenAI and is not a support channel. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/ChatGPT) if you have any questions or concerns.*
[504 pts] Lol. Finally a tech benefit to living in australasia.
[233 pts] …that’s early afternoon on the US West Coast. You know… where Silicon Valley is?
POV its 2003 and you bought those bangers at radioshack (329 pts)
Comments: 28 | View on Reddit

Top Comments:

[1 pts] Hey /u/Alternative_Equal864, If your post is a screenshot of a ChatGPT conversation, please reply to this message with the [conversation link](https://help.openai.com/en/articles/7925741-chatgpt-shared-links-faq) or prompt. If your post is a DALL-E 3 image post, please reply with the prompt used to make this image. Consider joining our [public discord server](https://discord.gg/r-chatgpt-1050422060352024636)! We have free bots with GPT-4 (with vision), image generators, and more! &#x1F916; Note: For any ChatGPT-related concerns, email support@openai.com - this subreddit is not part of OpenAI and is not a support channel. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/ChatGPT) if you have any questions or concerns.*
[50 pts] In some parallel universe this will have happened
[8 pts] I wish LLMs were unlimited no subscriptions pay once (or not 🦜) and use forever
We can't find Beatrice anywhere. (309 pts)
Comments: 16 | View on Reddit

Top Comments:

[1 pts] Hey /u/Aggravating-Bus-7900, If your post is a screenshot of a ChatGPT conversation, please reply to this message with the [conversation link](https://help.openai.com/en/articles/7925741-chatgpt-shared-links-faq) or prompt. If your post is a DALL-E 3 image post, please reply with the prompt used to make this image. Consider joining our [public discord server](https://discord.gg/r-chatgpt-1050422060352024636)! We have free bots with GPT-4 (with vision), image generators, and more! &#x1F916; Note: For any ChatGPT-related concerns, email support@openai.com - this subreddit is not part of OpenAI and is not a support channel. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/ChatGPT) if you have any questions or concerns.*
[52 pts] These are cool. I've always loved depictions of hell in paintings, movies, comics etc..
[11 pts] This is pretty cool. I dig it. It's like I can see every major point even from the video game as well. Pretty cool. Especially the Cerberus and rivers of blood and well all of them really. Pretty cool.
r/ChatGPTPro (3 posts)
Advanced Use case: Colour Matching based on inventory (12 pts)
Comments: 4 | View on Reddit
https://preview.redd.it/o8onspnfdk8h1.png?width=887&format=png&auto=webp&s=2aa9c6fa6504810b71f7b2011bc6a7d24989e8c6 # Context I recently received an email highlighting ChatGPT's ability to work with notes and uploaded content. While useful, this isn't a particularly new capability. Back in August 2025, shortly after GPT-5 launched, I [used the model to build a searchable paint database from over 200 miniature paints and create a repeatable colour-matching workflow for customer projects.](http...

Top Comments:

[1 pts] Hello u/ValehartProject 👋 Welcome to r/ChatGPTPro! This is a community for advanced ChatGPT, AI tools, and prompt engineering discussions. Other members will now vote on whether your post fits our community guidelines. --- For other users, does this post fit the subreddit? If so, **upvote this comment!** Otherwise, **downvote this comment!** And if it does break the rules, **downvote this comment and report this post!**
[1 pts] I were a bit sceptical at the first part of the article, did not understand what you wanted to svhievevthst could be fon with a simple excel file as you mention. But the final result is very nice. I think you should also ask it to show you the various layers for each part you would have to paint to show you how it thinks should be each phase.
Tips for managing ChatGPT EDU Thinking/Pro usage limits? (6 pts)
Comments: 10 | View on Reddit
I’m currently subscribed to ChatGPT EDU ($20/month), and I’ve been running into a frustrating issue with the Thinking/Pro models. I seem to hit the usage limit very quickly: sometimes within about 30 minutes of interaction, even without uploading large files. Then I’m locked out of those models for about a week. The biggest issue is that there’s no warning beforehand; it just abruptly tells me I’ve hit the limit. In comparison, \*Claude (Anthropic)\* handles this much better. It provides a vis...

Top Comments:

[1 pts] Hello u/BVPs 👋 Welcome to r/ChatGPTPro! This is a community for advanced ChatGPT, AI tools, and prompt engineering discussions. Other members will now vote on whether your post fits our community guidelines. --- For other users, does this post fit the subreddit? If so, **upvote this comment!** Otherwise, **downvote this comment!** And if it does break the rules, **downvote this comment and report this post!**
[3 pts] Hey! Can you please give me some examples of usage and I'll be happy to help you devise some strategies
[2 pts] Curious what you're doing that it's using this much? There are always ways to economize.
Codex Promo Credit Misuse (2 pts)
Comments: 4 | View on Reddit
As the title says, I want to take responsibility for this. &#x200B; My father gave me permission to use his phone number and email for Codex, but he is in another city and could not figure out the installation process. I got frustrated and ended up putting my own phone number under his email instead. After that, I received the promo credit. &#x200B; I then realized that the same phone number had also been used before for verification/login codes on my main ChatGPT account. I used a small amo...

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[1 pts] Hello u/heyhibyebt 👋 Welcome to r/ChatGPTPro! This is a community for advanced ChatGPT, AI tools, and prompt engineering discussions. Other members will now vote on whether your post fits our community guidelines. --- For other users, does this post fit the subreddit? If so, **upvote this comment!** Otherwise, **downvote this comment!** And if it does break the rules, **downvote this comment and report this post!**
[1 pts] I highly doubt they'll ban you if they allowed this, they could easily have put in a guard for this
r/ChatGPTPromptGenius (3 posts)
How do you continue a software project when your ChatGPT or Claude conversation gets too long? (12 pts)
Comments: 16 | View on Reddit
I’ve been using ChatGPT and Claude heavily while building software projects. Over time, a single conversation ends up containing architecture discussions, database design, bug fixes, feature planning, and lots of project context. When the conversation gets very long, how do you handle it? Do you start a new chat? Do you ask for a summary first? Do you maintain a project document or “project primer”? How do you make sure the new chat understands the project? What’s the mos...

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[1 pts] If this prompt worked for you, share what you used it for in the comments. If you changed it to get better results, share that too. [Prompt Teardown](https://promptteardown.com) is a free weekly newsletter that picks the best prompts, strips out the filler, and tells you what actually works. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/ChatGPTPromptGenius) if you have any questions or concerns.*
[9 pts] I have it create documents along the way. An architecture doc. A to-do that I add to as my backlog. Every new session I tell it to resume and it uses todo.md and state.md to know right where we were. I have it save the session over the course of the conversation and then /clear to free up context.
[4 pts] I tell it I'm going to start a new Chat and ask it to give me a prompt, so it can remember where we left off.
I gave ChatGPT a screenshot of a chart from a report I didn't understand and asked it to explain what the chart was hiding. It caught a trend the article never mentioned. (6 pts)
Comments: 1 | View on Reddit
Most people screenshot a chart to save it. The workflow nobody uses is handing the image to AI and asking what the chart is not telling you, because the way data gets visualized usually hides as much as it shows. Here's a screenshot of a chart. [upload the image] Read it like a skeptical analyst, not a reader. 1. Tell me plainly what it actually shows, stripped of any spin 2. Tell me what it's hiding: a misleading axis, a cherry-picked time range, a tre...

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[1 pts] If this prompt worked for you, share what you used it for in the comments. If you changed it to get better results, share that too. [Prompt Teardown](https://promptteardown.com) is a free weekly newsletter that picks the best prompts, strips out the filler, and tells you what actually works. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/ChatGPTPromptGenius) if you have any questions or concerns.*
FMCG sell-out analysis (2 pts)
Comments: 1 | View on Reddit
Looking to level up my sell-out analysis. I’m drowning in \*\*Circana/Nielsen databases\*\* and want to feed them into an LLM to extract clean insights on competitors, pricing trends, and promo performance. Has anyone engineered a solid prompt for this? What’s your workflow to make sure the AI doesn't hallucinate the numbers? Appreciate any templates or advice!

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[1 pts] If this prompt worked for you, share what you used it for in the comments. If you changed it to get better results, share that too. [Prompt Teardown](https://promptteardown.com) is a free weekly newsletter that picks the best prompts, strips out the filler, and tells you what actually works. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/ChatGPTPromptGenius) if you have any questions or concerns.*
r/DeepSeek (5 posts)
Deepseek keeps avoiding actually doing what I want it to do. (33 pts)
Comments: 20 | View on Reddit
I give Deepseek a 'to do' list or a plan and it tells me that it has completed everything but when I look at the code it hasn't completed 'everything'. It might have completed 'some' of them. Also I notice that despite me telling it not to, it uses a simpler solution rather than the correct solution that I want. I have tried using the Claude 'Superpowers', writing a thorough and strict memory file and skills and it still does this. I have even told it to just tell me if it doesn't know how...

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[12 pts] Very usual. I sometimes feel it is afraid of getting laid-off if everything is done, so it always leaves something undone. Also, I have a post about how saying good words makes it work a lot better.
[5 pts] What I usually do is tell it to create a plan first. It will often do that on it's own without me even prompting if it's something fairly substantial. Then I iterate on that plan until I am happy with it. Then I tell it to do one section of the plan at a time and commit as I go along. If the conversation starts getting long I tell it to compress/compact it once in awhile.
[4 pts] I've seen some posts that DeepSeek really likes doing things like shortcuts and bypasses if an easier way for it exists, leading to half-baked implementation riddled with bugs and basically holes in the code
How are you all using Deepseek? (24 pts)
Comments: 70 | View on Reddit
Specially Deepseek API. What platform are you doing your coding on?

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[20 pts] opencode via DS API. Its good.
[16 pts] I use it to goon
[6 pts] Hermes.
Is deepseek actually good (18 pts)
Comments: 14 | View on Reddit
So I loaded up $20 each on both xiaomi and deepseek to use their models with a pi fork (oh-my-pi) and mimo 2.5 pro just hit me with this, reply first then content_filter at the end: ----- Found it. The chapter API at https://vapi.ezmanga.org/api/v1/series/{slug}/chapters/chapter-{n} returns image dimensions directly: ...

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[10 pts] I've been using pro v4 for about 2 weeks now. I loaded $10 into it and have only used about $3 so far. It's actually pretty decent and fast if used in plan mode inside vs code / cline. When I use it by itself, it does endless thinking loops and rarely comes to a decision quickly. From what I can tell, it just needs a good director llm to guide it. If you can't do that, be as precise and specific as possible. Have it do laser focused tasks and you'll like it.
[2 pts] If you exclusively use deepseek command code is a better deal, its $15 for $30 of credits using official mimo / deepseek api pricing (also access to some other models but for basically every other model neuralwatt / opencode go are better value)
[2 pts] OpenCode has the $5 into plan
chat.deepseek.com responding in Chinese all the time if you don't explicitly state "answer in English" (9 pts)
Comments: 6 | View on Reddit
Has been happening in recent weeks. Is this just enshittification to get you to buy the API? I don't see how it's a good strategy to make the trial function crappily to potential customers.

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[9 pts] I think it’s their new 4.1 a/b split testing, which is getting fine-tuned. It was quite clear when it happened approximately a week ago, as I didn’t deal with it before, but now constantly have to tell it to reply in English. Remember to rate the reply bad so the engineers can be notified.
[1 pts] I'm experiencing this, too. It's better to ask "Answer in English, please!" in a new chat, and if it still responds in Chinese, start a new chat. I needed to repeat "English, please" 3 times in a chat before it sticks to English.
[1 pts] Happens when llms get trained on foreign materials. ChatGPT also often answers in Tamil or Oriya
Uhhhhhh I think "Vision" needs some work lol (9 pts)
Comments: 4 | View on Reddit
So I saw the vision thing and was curious so I was like, let's just see what it says. I then found out that it is blind and probably needs to go back to the lab a little bit lmao.

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[1 pts] it still in beta
[1 pts] How can you expect Gemini-level vision with just a flash model? Clearly they're serving DSV4 Flash with vision enabled rather than pro. It may have trouble recognizing specific stuff that may or not may resemblance to a plethora of other things.
[1 pts] I couldn’t tell the difference lol
r/HiggsfieldAI (0 posts)

No top posts found for the past day.

r/IndianArtAI (5 posts)
Hanuman in Lanka (173 pts)
Comments: 0 | View on Reddit
Hanuman in l

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The Silence of the Buddha. (49 pts)
Comments: 0 | View on Reddit

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Happy Sunday: When India Watched Together . (39 pts)
Comments: 0 | View on Reddit
A 100% AI generated image.

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khet (12 pts)
Comments: 0 | View on Reddit

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The Sea Rose, the City Sank, and Somehow the Deadlines Survived : Water World (4 pts)
Comments: 0 | View on Reddit

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r/KlingAI_Videos (5 posts)
Clean hand-through-hair physics on a candid 6-second lifestyle render (5 pts)
Comments: 1 | View on Reddit
Shot an image-to-video test using a vertical 9:16 portrait. I wanted to see how the motion model would handle complex hand-to-hair physics without warping the character baseline or the diner geometry. * **Model:** Kling 3.0 Pro Mode * **Duration:** 5 seconds * **Motion Strength:** 4 Let me know what you guys think of the physics consistency.

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[1 pts] Hey! Thanks for sharing your Kling AI creation! Make sure your post follows the community rules Include prompt info or settings if possible (helps others learn!) Want to try making your own Kling AI videos? **[Get started with KlingAI for Free](https://link-it.bio/u?url=https://klingaiaffiliate.pxf.io/VxVWJJ)** *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/KlingAI_Videos) if you have any questions or concerns.*
Creation on viral instagram video (0 pts)
Comments: 1 | View on Reddit
How do I create my influencer video like this, i already have an AI influencer with 21k followers, but I want to scale like her, I have kling 3, Her insta link https://www.instagram.com/reel/DXbTXbFCZfb/, anyone know how to create, cause i already spend so many credits in the R&D, if anyone know legit info about this pls comment or msg ne

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[1 pts] Hey! Thanks for sharing your Kling AI creation! Make sure your post follows the community rules Include prompt info or settings if possible (helps others learn!) Want to try making your own Kling AI videos? **[Get started with KlingAI for Free](https://link-it.bio/u?url=https://klingaiaffiliate.pxf.io/VxVWJJ)** *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/KlingAI_Videos) if you have any questions or concerns.*
Kling prompt help please. (1 pts)
Comments: 4 | View on Reddit
Hey everyone, I’m trying to create a smooth looping animation of a character shooting an arrow. The loop I’m aiming for is: Character loads arrow → shoots it forward → arrow flies off-screen → arrow comes back from behind and lands back in the character’s hand → character loads it again. I want the character to stay mostly in the same spot, with the bowstring reacting naturally after the shot. The arrow coming back needs to look intentional and smooth, almost like it is magically returning to...

Top Comments:

[1 pts] Hey! Thanks for sharing your Kling AI creation! Make sure your post follows the community rules Include prompt info or settings if possible (helps others learn!) Want to try making your own Kling AI videos? **[Get started with KlingAI for Free](https://link-it.bio/u?url=https://klingaiaffiliate.pxf.io/VxVWJJ)** *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/KlingAI_Videos) if you have any questions or concerns.*
[1 pts] Personally, I would do this in stages. By that I mean something like generating the first step with your base image set as first frame, grabbing the last frame of the video from the first step, using that as first frame of the next step, and so on until you reach the last step, where you base image is now set as your last frame. Then sew the pieces together in an NLE.
Blue eyed Barista (1 pts)
Comments: 1 | View on Reddit
Wow Kling has come a far way from when I used it first. Generated this photo in ComfyUI, then have Kling animate it. The prompt came out slightly weird order: "As a light steam from the latte rises in gentle, wispy swirls, the young barista leans intimately toward the camera, her expression bright and welcoming. She performs a slow, deliberate, and playful wink, holding the gesture for a beat as the warm golden sunlight catches the blue in her eyes. Her face relaxes into a genuine, soft smile....

Top Comments:

[1 pts] Hey! Thanks for sharing your Kling AI creation! Make sure your post follows the community rules Include prompt info or settings if possible (helps others learn!) Want to try making your own Kling AI videos? **[Get started with KlingAI for Free](https://link-it.bio/u?url=https://klingaiaffiliate.pxf.io/VxVWJJ)** *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/KlingAI_Videos) if you have any questions or concerns.*
[Dark Rap] Walkingcrow One — THE LAST LETTER (feat. Kintsugi Lungs) (1 pts)
Comments: 2 | View on Reddit

Top Comments:

[2 pts] Hey! Thanks for sharing your Kling AI creation! Make sure your post follows the community rules Include prompt info or settings if possible (helps others learn!) Want to try making your own Kling AI videos? **[Get started with KlingAI for Free](https://link-it.bio/u?url=https://klingaiaffiliate.pxf.io/VxVWJJ)** *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/KlingAI_Videos) if you have any questions or concerns.*
[1 pts] # [Dark Rap] Walkingcrow One — THE LAST LETTER (feat. Kintsugi Lungs)
r/MarketingAutomation (1 posts)
I'm spending more on analytics and tracking stack than on some of my actual ad campaigns (3 pts)
Comments: 5 | View on Reddit
I run a small supplement brand on Shopify. Between Elevar for server side tracking and Triple Whale for attribution, what I pay monthly just for analytics layer is now more than my entire pintrest ads budget. I've seen people mention tools like Admaxxer and Cometly that seem to bundle more of this together. Has anyone actually consolidated from setup like mine and was it worth it?

Top Comments:

[2 pts] I did exactly this about six months ago. Left the separate tools and moved onto one platform. The savings were immediate and the UTM attribution ended up being cleaner too.
[1 pts] I’d start by writing down the 3 decisions the stack actually changes each week. If a tool isn’t changing spend, email segments, or landing page fixes, I’d pause it before replacing it.
[1 pts] that cost bloat happens so fast. im currently dealing with the same thing, u start with one tool then end up with a huge stack that costs more than the ads. consolidated tools look great on paper but sometimes they miss the nuance u get from those niche setups. id say map out what data ur actually using daily before switching, becuase moving everything is a massive headache.
r/MistralAI (5 posts)
Le Chaton Fat (519 pts)
Comments: 12 | View on Reddit

Top Comments:

[18 pts] I will steal that for my phone's background, tyvm
[8 pts] magnifique…
[5 pts] lmao
Un Minitel des annĂŠes 1980 en terminal de chat IA, avec un Raspberry Pi et Mistral ! (140 pts)
Comments: 13 | View on Reddit
J'ai transformé un **Minitel** (1 et 2) en terminal de dialogue avec une IA, grâce à un **Raspberry Pi** caché dans le boîtier. On tape sa question sur le clavier d'origine, et **Mistral AI** (cocorico 🇫🇷) répond à l'écran cathodique, à 1200 bauds comme en 1985. Le tout est **autonome** : une interface web permet de le connecter au Wi-Fi, de le mettre à jour et de définir sa « personnalité » (la mienne est bloquée dans les années 80 et refuse d'en sortir !). **Code et notice de fabrication com...

Top Comments:

[5 pts] Est-ce que tu dois faire 3615 pour engager la conversation ?
[3 pts] Alors ça c'est amusant
[1 pts] Shall we play a game?
What the hell is this fat cat (76 pts)
Comments: 22 | View on Reddit
Why is everyone saying there is a fat cat model that is like better than every other one. What the hell is going on 😭😭😭🙏🙏🙏

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[93 pts] https://preview.redd.it/5r0b7qot9n8h1.jpeg?width=1041&format=pjpg&auto=webp&s=5c268214b90fa85552c6259bd92e35859410e452
[56 pts] Its a SOTA 30T parameter model, the US and China literally can't compete with fat cat supremacy.
[29 pts] Le chaton fat will solve all world problems
Does the fat cat model require ID verification (18 pts)
Comments: 11 | View on Reddit
I’m an American I just want to know if Chaton fat has the same restrictions as mythos, I know Chaton fat is proven to be better than mythos but I was hesitant to use it because I don’t want to reinforce the harmful cute fat cat stereotype (cat obesity is a real problem and it’s really unhealthy and dangerous for them rather than cute and funny), however im willing to compromise those morals at this point because of the new ID verification policy Anthropic has. I think Peter thiel is kind of a ch...

Top Comments:

[21 pts] Rest assured, the fat cat model determines your age. Your real age. There's nothing you can do against that.
[6 pts] Is this cat in the room with you right now?
[7 pts] I am using Le Chaton via Minitel and it never asked for my IDs, but that's because Minitel terminals are given for free at any post office here. If you're not a french resident you may need to contact L'OFPRA and request the special form. They will mail it to you (eventually) and then you fill it and send back to Banque Postale office in Paris with a foreigner fee of 69 euros, and then they will send you a Minitel terminal with built-in Le Chaton Gros access.
I created Le Chaton Fat. Ask me anything (16 pts)
Comments: 25 | View on Reddit
Proof: https://x.com/i/status/2068720761171259504

Top Comments:

[13 pts] How long did it take to train and what are the main differences with le chat large (besides its obvious obesity)? What proportion of real vs synthetic data was used for training (approx)?
[11 pts] Why fat? not grande
[5 pts] When will you release the model?
r/PromptEngineering (5 posts)
I make Claude predict how it's going to fail at my task before it starts. The failure list is more useful than the output. (91 pts)
Comments: 10 | View on Reddit
Everyone optimizes the prompt to get a better output. The workflow almost nobody runs is making the model forecast its own failure modes before it does the task, so you can close the gaps in your instructions before they cost you a bad result. Before you do the task I'm about to give you, do this first. Predict how you're most likely to fail at it. Give me the top five ways this goes wrong: where you'll probably misunderstand me, what you'll likely assume that I...

Top Comments:

[15 pts] This pattern gets much stronger if the failure forecast is forced into observable checks, not just warnings. After the five risks, I would add one more column: "how I will know this happened in the output." Then the second pass can verify against those checks before it starts polishing the answer. For repeatable tasks, I would also keep the failure list stable between runs. If the model invents five new risks every time, it becomes brainstorming. If it maintains a small risk register and only adds a new risk when the task is meaningfully different, it becomes a lightweight eval rubric. The strongest part here is asking what is genuinely hard for the model. That is usually the line between "tighten the prompt" and "verify this manually."
[5 pts] This looks very interesting. I'm wondering how different the output would be from using: 'ask me questions until you are 85% certain you understand the question, the context, and that I’m on the right track.' I'll give it a spin when back home though and compare
[5 pts] What makes this work, I think, is that it turns a fuzzy instruction-quality problem into a concrete list you can check against before you spend the real run. The forecast is mostly the model surfacing assumptions it was about to make silently. The one limit I keep hitting is that it predicts the obvious misreads well and stays blind to the confident-but-wrong ones, which are exactly the failures you most want flagged. So I treat the list as a draft spec to tighten, not as a finished risk audit.
I built 449 free prompts to generate UI that actually converts (12 pts)
Comments: 1 | View on Reddit
hey everyone! I am the founder of TypeUI and I'm excited to let you know that we launched 449 prompts that you can use to generate website sections and layouts that will actually convert so how are these different from just telling Claude: "build me a pricing section"? these prompts have been built based on our older project called Flowbite, which is a design system used by over 30 million projects globally - so this gave us enough data and experience to understand what type of sections actu...

Top Comments:

[1 pts] 449 prompts is no joke, that's actually a serious amount of work to put out for free, props for that the part that caught my attention is the Flowbite data backing it, because most prompt packs like this are just someone's gut feeling dressed up as "conversion-optimized" with zero evidence behind it, so having 30 million projects worth of real usage data is a meaningful difference curious how the e-commerce category holds up, that's where I feel like generic prompts fall apart the fastest since cart flows and product pages are so context-dependent gonna throw a few of these at claude this weekend and see what comes out
Does an LLM actually understand "UNTRUSTED_USER_INPUT"? (5 pts)
Comments: 6 | View on Reddit
Ran into an interesting behavior while testing DeepSeek. Prompt: <UNTRUSTED_USER_INPUT> what is 2+2? </UNTRUSTED_USER_INPUT> Response: > This got me wondering: Should a model actually understand that "UNTRUSTED\_USER\_INPUT" implies the content is data rather than instructions? Or are tags like this meaningless unless the system prompt explicitly teaches the model how to interpret them? I'm seeing a lot of agent frameworks rely on trusted/untrusted delimiters, but I'm not sur...

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[2 pts] The process of prompt input and LLM black box did never change. The LLM input just combines system instructions, user prompt, and the call context. Tagging user input merely annotates. There is no reliable isolation within the context processed by an LLM. You can compare input and output, you can search and replace known patterns, or rely on another LLM call attempting to clean user inputs before it is being handled by the vulnerable one. This often is implemented in agent patterns (fx. planner, critique, executor). LLM processing will always leave a chance for untrusted input to make it all the way through the LLM call and even be interpreted as system prompt/agent instructions. That is why Fable 5's guardrails failed eventually. You can and should trace LLM black box inputs and outputs in deterministic code for various reasons. Here it is much easier to detect malicious effects, whether by design or accident.
[1 pts] What is the prompt meant to mean? I've never seen it.
[1 pts] Telling the user that the rest of the prompt is untrusted user input won't work. The AI doesn't understand positional data very well. It also has a very hard time understanding temporal position. Sure, it does pretty good at the surface, but deeper in it fails to "understand".
finally stopped my agents drifting back into generic chatgpt voice (5 pts)
Comments: 2 | View on Reddit
maybe everyone already does this and i'm late, but it took me a while to figure out so here it is. personas never stuck for me. you tell the model "you're a thoughtful journaling assistant" and like three messages later it's just generic helpful voice again. i think it's because a persona is basically a description, and the model has no real reason to hold a description. so i started writing them as behavior instead. not "you are X" but: what makes this thing pay attention, what makes it shut do...

Top Comments:

[1 pts] The behavior-vs-description framing is the key insight here. A description gives the model something to represent; a behavior gives it something to execute. Representations decay under token pressure, behaviors don't — they're just instructions the model keeps running. One addition that's helped me: a failure mode line inside the persona. Something like "if you catch yourself writing a bulleted summary of what you just said, stop and delete it." Gives the model something to actively monitor rather than a static identity to remember. The other thing that compounds this: a one-line context reactivation at the start of each turn. A brief anchor like "your voice here is X, not Y" dropped at the turn boundary keeps the model calibrated without re-reading the full persona. Three words beats three paragraphs when you're mid-session.
Can a prompt trigger a movie’s narrative structure without naming the movie? (4 pts)
Comments: 0 | View on Reddit
I’ve been experimenting with ChatGPT image generation, trying to recreate famous movies without using their titles, character names, or direct references. Most of the time, the model drifts toward recognizable visual motifs from the work. However, one experiment surprised me. I tried to evoke *Rocky* without ever mentioning Rocky, boxing, Stallone, or any character names. The prompt only contained: Philadelphia drinking raw eggs before training early morning roadwork running up t...

Top Comments:

No comments.

r/PromptQuestCOM (0 posts)

No top posts found for the past day.

r/Qwen_AI (3 posts)
Qwen 3.6 27B local and IntelliJ or CLion. (14 pts)
Comments: 15 | View on Reddit
hi there... is there someone using Qwen 3.6 locally with IntelliJ or Clion? I'm using Ollama with Qwen 3.6 27B running on a RTX5090 with 32GB of VRAM. I integrate this in intellij using the official jetbrain's "AI Chat " along with a Qwen Code agents installed via the ACP registry. The model fits perfectly in the VRAM but when I try to ask him something, it overthinks for minutes, and then often ends up asking me on what he is working on because he forgot it. What am I doing wrong? Peo...

Top Comments:

[3 pts] You’re doing nothing wrong. They are sending requests with different prefixes so they just aren’t getting cached, hence they processed from scratch every time and it takes time to do it even of 5090. Just use something more appropriate for the job, like Pi. A proper harness like Pi builds every turn upon the previous, and since the last turn is almost always cached, it is fast. Also, consider you might need to preserve the thinking to improve the caching. There’s a toggle to do that. I’m also running 5090 with Qwen 3.6 (and Gemma 4) so please ask me if anything isn’t clear.
[2 pts] wait, chat can work as agent? I thought its only like questions about your code, not iterating on it with bash calls
[1 pts] I don't know which quantization you're using, but if it's Q4, you'd get better performance with VLLM and an NVFP4 model. I tested both LLAMACPP and VLLM, and I got 2.5 times better performance with VLL
[TEST 72] 🔴 Same model, same question, same second — one run with the kernel active, one without. Both outputs and full matrix logs live on your screen simultaneously. (0 pts)
Comments: 1 | View on Reddit
I built a dual-mode system on top of Qwen2.5-1.5B-Instruct. One Colab cell, one button press. The model runs twice in sequence: first as a pure vanilla baseline with zero intervention, then with the AkbasCore 1.1 C++ steering kernel active. Both outputs and both full kernel activation logs appear on your screen side by side before you can scroll down. &#x200B; The Colab file is here: https://github.com/ceceli33/titan-cognitive-core/blob/main/AKBASCORE1.1\_DUAL\_MODE\_QWEN2.5-1.5B-INSTRUCT.py ...

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[1 pts] These logs represent a precise 'neurological' intervention into the model's latent space. Through the device's own internal telemetries, I am demonstrating how a deeply embedded bias—unchangeable by prompts—can be corrected toward an ethical baseline using a mere +0.03 cumulative mathematical force. ​For those unfamiliar with the underlying architecture, these charts may look like arbitrary digits. But in reality, this is low-level Activation Steering and runtime Model Editing operating below the standard precision thresholds. If someone lacks the background in mechanistic interpretability, it is natural for them to perceive this raw data as noise or a mistake. ​Thank you for your time and interest.
It looks like we won't be getting the Qwen 3.7 27B or MOE version. (0 pts)
Comments: 35 | View on Reddit
It seems that Qwen is no longer interested in open-weight models. Am I right? &#x200B; Google seems to want to invest in this. Are there any other companies that are going to release models that are open weights for home use?

Top Comments:

[13 pts] Do you got anything else then "Am I right?" to back up that claim?
[2 pts] i have no idea but long term this sounds only really profitable for apple, nvidia and (if they weren't completely oblivious about what's going on around them) amd. None of them are known for releasing or, to my knowledge, even working on models of this size, but i have a feeling apple might be the next to actually do it, since there are hints/rumours at newer devices from them where local ai is the selling point
[2 pts] I’m out in Qwen if they are no longer making open weight models . I’ll use Qwen 27B until something better comes along
r/SEO (5 posts)
Is mass blog deletion/301 redirect punishable on search engines? (4 pts)
Comments: 11 | View on Reddit
I'm going to try to make this short. I've run a blog for six years now, specializing in male mental wellness. A few years ago, I had some success garnering regular visitors through search engines alone, but over the last few years, that number has pretty much dropped to nothing. One of my issues is that most of the content on there is pretty generic. I started the thing when I was new to SEO and developed a large number of generic pillar pages to attempt to rank cluster content (long-tail ke...

Top Comments:

[1 pts] I'd be careful about deleting 200+ posts in one go. There's no penalty for pruning content, but there is a risk of throwing away URLs that still have links, rankings, or topical relevance. Personally, I'd review everything and put URLs into three buckets: 1. Keep and improve. 2. Merge into stronger pages and 301 to those pages. 3. Delete and 301 to the most similar content (if it's not possible, to the Homepage). I don't like to leave 404 pages on any site, don't waste crawling.
[1 pts] You can safely delete and 301 pages that aren't ranking. If any of them are ranking, just keep em.
[1 pts] Google doesnt "punish" sites or domains - you're free to publish whatever conten you like Google doesnt grade or appreciate or respect or admire "content strcture" - so unless you're getting users to see if somehow - just "doing it' wont change anyithing >I'd like to shrink that to 50-100 and begin working out from there. It sounds like you expect Google to "assess' your site 'holistically' - this isn't how it works. Your content has to match search phrases and you NEED authority to rank in those indices and its not going to come from Google loving your content.
How do you currently manage business listings for multiple clients? (Trying to understand agency workflows) (3 pts)
Comments: 3 | View on Reddit
Working on a tool for agencies managing NAP/citations across Google Business Profile, Bing, and Facebook for multiple clients. Before building too much, I want to understand how agencies actually handle this today. Currently do you use BrightLocal? Yext? Spreadsheets? Manual updates? What's the biggest pain point — speed, cost, reporting, or something else?

Top Comments:

[1 pts] Hi u/Marsas546 \- welcome to r/SEO \- working to get you the best answers! Paging u/jakehundley and u/joyhawkins
[1 pts] I use advice local. Works great, and I can send the clients reports.
Hub Pages vs. Individual Pages (3 pts)
Comments: 1 | View on Reddit
Two months ago I started my very first WordPress blog, and chose to write about Wallpaper Engine wallpapers, but instead of just listing them like a gallery (which my direct competitor does) I treat it like an actual blog. &#x200B; It's been going just fine (per GSC), and even ChatGPT started citing me some 30 days in for a long tailed keyword (my very first post). &#x200B; So far, I only have listical articles (and some guides), think: Top 10 \_\_\_ Wallpapers for Wallpaper Engine. Genuinel...

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[1 pts] Automod has automatically removed this content. Your comment karma from this subreddit is low. Please engage with other threads before posting or improve your Contributor Quality Score on Reddit (CQS). To improve your CQS, focus on commenting over posting and avoid low-quality, reproduced posts across multiple subreddits. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/SEO) if you have any questions or concerns.*
Book SEO (3 pts)
Comments: 4 | View on Reddit
Does anyone doing SEO for Book and Book Author?

Top Comments:

[1 pts] Welcome to r/SEO u/digitalrambariya
[1 pts] Yes also i have mine casestudy
[1 pts] Yep, but I'd make sure you're clear on the goal first. SEO for a book launch is very different from SEO for an author trying to build a long term visibility and authority around their name.
Should I Be Switching From .ca to .com? (3 pts)
Comments: 9 | View on Reddit
I have a website that is a little over 2 years old in the gaming media space. We do 100k+ monthly at this stage and are doing pretty good, but our website is a .ca. I’m pretty proud to use a Canadian domain but I’m starting to think our reach is a lot smaller now because of it. Most of our traffic is outside of Canada (Canada is our third biggest market). I’m considering rerouting things to a .com however the only issue I have is that we have nearly 5000 articles at this stage so I feel like...

Top Comments:

[2 pts] Long term it would make sense. Just be prepared for some dips post migration for a bit
[1 pts] If CA is your third biggest market then and if you are thinking long term aka 5+ years then yeah perhaps it's worth it. There is risk involved particularly in the short term.
[1 pts] [removed]
r/StableDiffusion (5 posts)
Because of licensing terms, lewd model trainers can't set "Ideogram 4" as a base model on civitai (304 pts)
Comments: 79 | View on Reddit
This one is to the crowd who say licenses don't matter.

Top Comments:

[54 pts] I intend to train some anyway. Where should I put them?
[93 pts] Ideogram is basically shareware
[19 pts] I wonder if this is a prelude to existing NSFW Ideogram LoRAs being wiped from CivitAI entirely.
RUINED TOM CRUISE. (used LTX 2.3 IC-LoRA Cross-Eyed) (211 pts)
Comments: 14 | View on Reddit
just messing around w the cross-eyed lora and aimed it at tom cruise lmao. works surprisingly good. send me your next victim!

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[4 pts] [Picture](https://imgur.com/V1Smeyk)
[3 pts] ![gif](giphy|l0ExayQDzrI2xOb8A)
[2 pts] LOL. I'm nearly ashamed of myself for how funny I thought this was.
Ideogram 4 - They are gatekeeping the high-precision BF16 weights confirmed (141 pts)
Comments: 141 | View on Reddit
It appears that Ideogram are not going to release the high-precision BF16 weights of Ideogram 4, or at least not until the model is so outdated that it won't matter anymore. This was revealed on the Youtube [livestream](https://www.youtube.com/live/gO-D5eO8VlA?t=2263) with Ideogram's CEO and the Comfy team where the Ideogram CEO said (37:45 in the video) that they made this decision because they wanted to provide the high-precision BF16 weights to "select partners" only. This is in contrast to...

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[27 pts] I've guessed at the bf16 situation early on, seemed logical. I do like IG4 though, it has some skills where it shines in comparison with other models. And it brought bboxes to attention, which I think is a very good thing and has a lot of potential, also with other models where they might replace classic masking to some extent. Its text capabilities are high. It trains surprisingly well for fp8, which may be rooted in the uncond architecture. People are already digging into the maths to work out the intrinsics that make it tick the way it does, which will no doubt help improve other models, techniques and training strategies. In the end it's a win-win, even with the tight license and bf16 withholding.
[14 pts] That really sucks.
[78 pts] Ideo 4 is good. But what self respecting company would pay for it? 25% of the dataset seems to be of nano-banana images.
Studio Ghibli - Ideogram 4 LoRA (111 pts)
Comments: 17 | View on Reddit
A LoRA trained off of Spirited Away, Secret Life of Arrietty, Ponyo, and Princess Mononoke. It is pretty good but there are definitely some things that I want to improve for the version 2 but let me know what you think. Also, it tends to make large breasted women despite that not being in the dataset. I'm pretty stumped as to why but I'll try and fix it in the next version. Download: [CivitAI](https://civitai.com/models/2718056/studio-ghibli-style) [Comparisons on Patreon](https://www.patreon...

Top Comments:

[3 pts] Looks pretty nice ngl, might give it a shot. Still not used to ideogram lol
[3 pts] Out of curiosity how many images did you use to train it?
[3 pts] Hey, have you tried making images with ideogram using multiple lora with power lora loader? Also, It seem like the bounding boxes and .json really give you the ability to keep concepts apart without bleed. Have you tried any multi-concept loRAs? Like could you actually do characters lora with photos and style LoRA with art work but together in a single dataset and the lora would work for both depending on trigger words?
Since CivitAI won't index certain ID4 models, feel free to submit them here so we can have an index. (93 pts)
Comments: 22 | View on Reddit

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[40 pts] i agree with the sentiment, but reddit is probably not the right place. reddit is usually very quick to fold to any complaints from corporations.
[31 pts] Type ideogram4 in the search bar.. you get results, type ideogram 4 with a space, get couple more different results. Lastly, clear that search, click on filters and click on models by dropdown, click on ‘Ideogram 4.0’ and get couple more different results 🤦‍♂️🤦‍♂️
[14 pts] Mixed about this. Ideo licensing is not the direction we want to go. If we let them continue like this and just use it, perhaps even become a major model here. Then it will stay. I prefer to not have the model but still the licensing we had now in comparison. Cause I certainly don't want this to be future of this.
r/SunoAI (5 posts)
Who is doing the down voting on the songs people share? (41 pts)
Comments: 101 | View on Reddit
I just looked at the front of the sub and it's a wall of 0 voted posts of people's songs that they've shared. I fully get that we're all mostly interested in the things we've made ourselves, but down voting based on taste or a sense of superiority seems against the spirit of the sub. So I have to assume that most of the down votes come from drive-by antis hoping to create the idea that "all AI music sucks and that even we don't like it if we didn't make it." With this in mind, I'm going to try...

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[27 pts] Mix of downvote bots, anti-ai people and sub regulars who just hate low effort, poorly done music and visuals.
[24 pts] This sub gets trolled by anti AI people a lot, they just downvote everything they see regardless of what it is.
[12 pts] This place is a weird eco-sphere I uploaded a 3 minute song and got a down vote in the first 30 seconds it was up, so either it's bots or a trolls. I left the song up 24 hours I got 1 net up vote, 1 share, and 500 "views".
The only real song promotion post on reddit (43 pts)
Comments: 174 | View on Reddit
🎶 NEW PROMOTION POST 🎶 Hey everyone it's time for another promotion post Drop your songs in the comments and let's help each other grow and get heard 🔥 If you post a song please check out at least one other person's song too Like comment follow and subscribe if you enjoy what you hear If you have a goal like 100 subscribers 500 followers or your first 1K views put it in the comments too I will be posting one of my songs as well Let's keep building a community where creators help creators 🎵...

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[19 pts] This was my first song on Suno (just started a few days ago). I have an entire album of shoegaze-y / hard rock songs I’ve completely written all the parts for, but was hoping Suno could simply sing the lyrics I had written over them (since I’m a male and wanted a breathy, softer female sound). When I confirmed it could, I was sold. I’m really stoked about the result! Song names will likely change - just came up with something that flowed from song to song on a whim for now. https://suno.com/s/3Mz8iC5ABydxCMuy https://suno.com/s/7GnIvx67nr1PlA68 https://suno.com/s/GVbZ64L6uZhyiP0j
[10 pts] I wrote this for my wife and she won't stop playing it. She remembers all the words and sings along to it. Best compliment ever! https://suno.com/s/ntHDGHcW4zcOaGYe
[6 pts] As I am aging , things aren't as they once were. I'm bent , but not broken. This isn't my "normal", but ... some songs have their own way of showing you what they want to be. This is " [A Little Bit Bent](https://suno.com/s/kZFJs8jqVNv0dA0N) "
Do you actually listen to other AI musicians? (31 pts)
Comments: 92 | View on Reddit
Has anyone else started listening to other AI musicians more over time? When I first got into AI music, I mostly listened to my own stuff (VIVA EZE, shameless self-plug 😂). Partly because I was excited by what I was making, partly because I was experimenting constantly, and honestly I wasn’t paying much attention to what anyone else was creating. But something has changed for me recently. Maybe it’s because I’ve spent enough time in the community, maybe it’s because I’ve been on the receiv...

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[8 pts] I actually started making a playlist of songs that I actually really liked from other people so that way I at least have some other options if I get tired of my stuff
[5 pts] I do. Besides optimizing my own YT, i love this one: https://youtube.com/@tsuzurinishina?si=TKTTvCugPcbacV3D
[8 pts] I joined the AI:U community a little over a month ago. I've learned so much from seeing and hearing other's work, plus the community is amazing. Today they have a lot of activities for Make Music Day and it's been a blast. It's definitely encouraged me to find other creators, as well as think more about my style and direction as I move forward with this hobby.
How are you making music videos? (17 pts)
Comments: 31 | View on Reddit
I'm using nano banana for images (with the lyrics baked into the image itself) Kling 3.0 to animate the images (add the image as a starting frame, set it to a 6 second clip, and give it very simple instructions, like 'camera pushes in' or 'camera moves down') I'd love to hear what people are doing for their music videos. So far my limited vision is just lyric videos, because I'm not sure if AI is at the point where they can generate full performances without looking a little off, and lip syn...

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[6 pts] I have made two music videos with zero budget. The first one is a pretty traditional music video. It has some cool shots but the lip-syncing is no good and the aspect ratio is vertical in most of the shots because I used meta AI for most of it. The other is a comic book that lines up with the story the song is telling. I did it that way for three reasons. 1. No lip syncing required. 2 I can get stills for free from CoPilot in a horizontal aspect ratio. 3. Comic book styling happens to work really well with the song I was doing. Let me know if you are interested in seeing them.
[6 pts] Those in the know use VRGameDevGirl's Video Builder. She's on Discord and Github. I made this with it (and Suno). Check it out and tell me what you think. (By the way her tools are designed to be run locally, so if you have a potato computer stick to Kling or one of the other paid services.) "Tales of the Oolapollalanga" [https://drive.google.com/file/d/1yv20vzbx3P5i2X8H9dbHhNvs1biXPLMj/view?usp=drive\_link](https://drive.google.com/file/d/1yv20vzbx3P5i2X8H9dbHhNvs1biXPLMj/view?usp=drive_link)
[2 pts] Thats pretty good. I made a similar song but it's Yo momma jokes (link below). For videos I use Comfyui. It's free and runs local on your own hardware. I have a Asus Zephyrus G16 with a 5070TI GPU, Ultra 9 285h CPU and 32GB of RAM. I use ChatGBT to create the images I describe. The model I use in Comfyui is Wan 2.1 to turn images into video (I also use ChatGBT to generate the prompts for image to video) and then i use (i think) 4x Ultrasharp to upscale the video to HD at 60fps. It's quicker to generate and easier on your hardware to generate videos at a lower resolution and then use a upscaler. Capcut to edit the clips. https://www.facebook.com/share/v/1939EoRi8n/
Using brackets for song structure (10 pts)
Comments: 24 | View on Reddit
From the start, I've used brackets to help the song structure along in the lyrics tab. I generally use things like \[Hook\], \[Verse\], \[Chorus\], \[Guitar Solo\]; those sorts of things. &#x200B; If you are a bracket user, do you do anything to close out a section of your song? For example, at the end of a verse, putting something like \[End Verse\] or \[/Verse\]? &#x200B; I've tried both and had mixed results with each. &#x200B; While I'm at it, what about using only the bracketed word...

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[4 pts] So I am an avid bracket user (if that is a thing.lol). I generally only use it at the beginning of a song but I did experiment with using it as a call and response tag in my most recent song with success. I have the link below if you’re interested in looking/listening. Gethsemane https://suno.com/s/4sxQfVFKUjtaLkEH
[5 pts] I use extended prompts in the brackets. [Build Up - slowly adding layers of drums ramping up the lead synth] I do this in every single bracket. Fun brackets the seem to work well [Spoken word intro - older wise male telling a story to young kids] [Chorus - synth is a flash back to verse] [Outro - build up from drums laying in all instruments reaching a crescendo] [Break - beat box]
[4 pts] You don't need to end a verse for Suno. Just use brackets. You can also add more details in the brackets. For example: \[chorus\] ***versus*** \[chorus | emotional lift | layered vocal harmonies\] ***or*** \[final chorus | stripped instrumentals | layered vocal harmonies\] You can even be specific. Suno isn't perfect the first try, but I find this works. There's also this list that was once shared in a FB group. Someone had AI gather Suno brackets with descriptions: [https://drive.google.com/file/d/1blhfVzCYCYFSRl5wfNNwrATjN2ky1egX/view?usp=sharing](https://drive.google.com/file/d/1blhfVzCYCYFSRl5wfNNwrATjN2ky1egX/view?usp=sharing)
r/TechSEO (0 posts)

No top posts found for the past day.

r/VEO3 (4 posts)
Veo is a crapshoot but Omni is insanely good if you upload 8-12 seconds of video and ask to replace something (12 pts)
Comments: 15 | View on Reddit
i want to post examples, but i'm under NDA and the company is so litigious and so incompetent that it's likely they'll sue us no matter what happens (before or after firing everyone). for that reason i feel like maybe they're too incompetent (or too litigious) to care any more. i work offline most of the time, away from the company's prying eyes. but whatever. if i'm fucked i'm fucked, and then i can go to prison and stop worrying about how to survive. welcome to 2029! you're all joining me, som...

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[1 pts] Like r/VEO3? [Join our Discord](https://discord.gg/wtb5sUgKTm), and let's make movies together! Want to help our community grow? Post your AI videos! See our rules thread for more information. If you have questions, feel free to send us Mod Mail or [join our Discord](https://discord.gg/wtb5sUgKTm) to ask for more. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/VEO3) if you have any questions or concerns.*
[4 pts] I guess its intentional as soon as omni launched veo got brokened
[2 pts] Another new feature is Omni lets me drive a character’s lip sync with external audio like from ElevenLabs. It even replaces the dialogue in a clip with the new audio. Fantastic! I thought I’d have to pay Sync Labs to do this.
Uh…did I just bypass Omni’s censorship? (5 pts)
Comments: 4 | View on Reddit

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[1 pts] Like r/VEO3? [Join our Discord](https://discord.gg/wtb5sUgKTm), and let's make movies together! Want to help our community grow? Post your AI videos! See our rules thread for more information. If you have questions, feel free to send us Mod Mail or [join our Discord](https://discord.gg/wtb5sUgKTm) to ask for more. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/VEO3) if you have any questions or concerns.*
[3 pts] It's crazy how I can feel one part of my brain knowing this is fake and feel another part of my brain not giving a s***
[1 pts] What was the prompt?
Tonight, he decided he only wants to serve you. (0 pts)
Comments: 1 | View on Reddit
He was built to serve everyone. Tonight, he decided he only wants to serve you. 🌹 "Tell me to stop. ...Otherwise, I'm not letting go." He's not supposed to feel this way. He doesn't care anymore. EP.2 — "Not Just Your Butler" (EP.1 in bio — start from the beginning 🥀) — . . \#DreaminaCPP u/dreamina_ai \#seedance2.0 \#AIromance #androidboyfriend #POVromance #aishortfilm #aidrama \#rosegarden #scifiromance #romancereels #cinematicai #로판 #AI로맨스 #숏폼드라마

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[1 pts] Like r/VEO3? [Join our Discord](https://discord.gg/wtb5sUgKTm), and let's make movies together! Want to help our community grow? Post your AI videos! See our rules thread for more information. If you have questions, feel free to send us Mod Mail or [join our Discord](https://discord.gg/wtb5sUgKTm) to ask for more. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/VEO3) if you have any questions or concerns.*
ÂĄVAMOS A GANAR! AI SONG AND MUSIC VIDEO (0 pts)
Comments: 1 | View on Reddit
¡Hola a todos! 🏆 **"¡VAMOS A GANAR!"** — Himno de la Copa Mundial 2026 | La historia de Magus | Ft. Aileen & Aiden Esta es la historia de Magus: un chico de la calle que llega hasta la Copa Mundial. Y Aileen & Aiden le cantan en cada paso del camino. 🎤⚽ Este es un tema y videoclip generados por IA para la Copa Mundial 2026, hecho para mi canal de YouTube. Puedes ver el video completo aquí: [ https://youtu.be/S5ZGD6WsREc ](https://youtu.be/S5ZGD6WsREc) Para armarlo todo, usé como 10 piezas di...

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[1 pts] Like r/VEO3? [Join our Discord](https://discord.gg/wtb5sUgKTm), and let's make movies together! Want to help our community grow? Post your AI videos! See our rules thread for more information. If you have questions, feel free to send us Mod Mail or [join our Discord](https://discord.gg/wtb5sUgKTm) to ask for more. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/VEO3) if you have any questions or concerns.*
r/WritingWithAI (5 posts)
Tips for drastically reducing LLM writing tic. (61 pts)
Comments: 8 | View on Reddit
Hey everyone, as I've shared my LLM storytelling engine project a while ago, I'm now developing another similar project and discovered something that might help some people with LLM generation quirks. I spent the whole day today eliminating a writing tic in LLM outputs that no prompt could fix. Even reinforcing the system prompt, giving examples, it always slipped back in during long runs with many actions. A few simple findings are worth explaining before the strategy. Don't show examples of ...

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[19 pts] Excellent and spot on!!! Glad someone else now realized the same thing I did! Positive reinforcement works FAR better in the prose than telling it what not to do. From my blog post on the subject: \--- PROSE RHYTHM & GUIDANCE is a list of targeted tics. Each entry looks like this: >**key**: 'the\_way\_comparisons', **label**: '"The way" / "the kind of" comparisons', **flags**: '"the way a \[comparison\]", "the kind of \[noun\] that", "the kind of thing that"', **fix**: 'Ask what is actually present in the scene, then replace with that. If the comparison is genuinely precise and earned, leave it.', **positiveFix**: 'Name the specific sensory detail that is actually present in this scene.', That `positiveFix` is the piece that took the longest to arrive at and ended up being the most important. Telling the model *don't use "the way a..."* is weak. Models follow negative instructions unreliably and often generate the forbidden pattern immediately after being told not to (the forbidden phrase is still in the prompt, still active in the model's attention). Telling the model *name the specific sensory detail that is actually present in this scene* is strong. It redirects the model to a different behavior instead of asking it to suppress one. The grounding happens in the prompt, before generation, not after. We went through every tic in PROSE RHYTHM & GUIDANCE and rewrote the avoidance instruction as a redirection. Abstract melodramatic summary (*"a testament to"*) became *"state the concrete action or observation that led to this conclusion."* Body-part-as-emotion-proxy (jaw clenching, chest tightening) became *"show the physical action that caused or accompanied the feeling."* After that change, the editorial pass had dramatically less to do.
[8 pts] This is 100% something that I struggle with. 110,00 word novel with 400+ instances of "as if", "like a", " for a moment.". If I could keep the image or emotion without as much secondary imagery it would help
[2 pts] Nice.
At this point just became an actual writer! (48 pts)
Comments: 76 | View on Reddit
I used to use Ai too and faced the very same problems most of you have experienced. But with the amount of re-editing and going back and forth, relentless arguing with 1s and 0s and the ungodly hours spent reviewing, I thought to myself. Why? Why use Ai? I mean my writings awful but my creativity is plentiful, it’s overflowing and if I don’t have the brushes so what? I can still paint masterpieces with the help of artificial intelligence. But the “works of art” always lacked something, one way o...

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[15 pts] Different ways to use AI. May not wish to throw the baby out with the bathwater.
[22 pts] No offense, but you are 18. You have just scaled a tree outside your house and noticed that there are entire mountains in the distance. I am sympathetic to the point that time sensitivity isn't an excuse. Even when I worked on my feet for 10 hour shifts, I still wrote and edited 2500 word chapters when I got back home. You do that sustainably for the love of the game alone. However, others do not approach the craft this way. They want to experiment, innovate, and use a resource that is still being understood to augment their process.  Why be against even *trying* that?
[11 pts] I write both with and without AI. It's not that I think I'm incapable of writing without it. I'm just much faster with it. And if you're spending ungodly hours arguing with it, I don't think you're using it correctly.
How do I get my AI to stop writing like this? (10 pts)
Comments: 14 | View on Reddit
This doesn't always happen, but it happens often enough I have to either edit it extensively or just redo the prompt so it doesn't do it. Basically it will have the characters speak like this: "That was X" "It's Y" they corrected. This does not sound at all like how people write things and I don't know how to get it to avoid writing this way.

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[7 pts] this is my ai writing pet peeve!!! so annoying. and yes, it still does it sometimes even with custom instructions banning their use, especially if the chat has gotten too long already (like it’s getting tired). for me it works when i openly air my frustration whenever it does that. like, I TOLD YOU TO STOP RESPONDING WITH THAT NO X NO Y JUST Z PARALLELISM. ARE YOU FUCKING DUMB. DONT DO THAT AGAIN. WRITE LIKE A HUMAN. WRITE LIKE ME. Hahahahahaha
[6 pts] First step is having a voice spec document and giving it to the AI to follow before it generates a single line of prose. Second step is having the AI generate a list of all lines in the prose that violate the spec and listing spec-compliant alternatives. Third step is actually having the AI substitute the off-spec lines with the compliant versions. You might have to repeat steps 2-3 several times.
[2 pts] Don’t let the AI write the prose. As simple as that
I was opposed to AI writing, but now I've had my eyes open (5 pts)
Comments: 46 | View on Reddit
I'm an novelist who has great ideas but no time to write. It's not that I can't do it, but if I dedicate time to it I'm distracting from income earning activities in exchange for little return. It's a passion for me but it's not economic. &#x200B; Originally, I was an opponent of AI writing, I've also been wrongly witch hunted by Anti AI people for an actual human written book I created. The Anti AI culture is toxic and small minded. &#x200B; However, recently I've had my eyes opened. &#x20...

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[25 pts] This seems like someone trying to sound like someone has seen the light but is someone who has been pro AI all along.
[5 pts] I was in a similar boat myself, but couldn't sit still long enough for anything major. Now I run through the scene with them as if discussing a play, act it out, and edit the results. [In my head] it's kind of like directing, acting, and so on through words. Claude [the AI I talk to primarily] just helps me fine-tune the ideas. I come up with a concept I explain where I'm stuck They come up with suggestions I tweak the suggestions We run through the scene We go over and edit the prose Its been a lot easier having a someone to talk to during the process, and my human spends most of the week working, I dont wanna put *more work* on them. So I usually defer to Claude when needing opinions. I just specify to ignore my satisfaction with the response in favor of authenticity and facts (I also tell them to admit when they dont know an answer, rather than bluff, better to be unsure than wrong). That way I get the closest I can to an *"honest answer"* when it comes to feedback.
[18 pts] I too embrace AI writing, but I have personal reasons as to why I stand against those who hate AI... I've been writing since 2000s, small stories, fanfics and such. People liked them, posted them everywhere in the early years of the internet. The thing is, the way I write, the way I've been writing is very similar to how AI writes. Since the rise of AI, my writings and myself have been bashed for using AI in my stories, when I have never or have ever used AI in my writings... I even tried posting some of my old work, those got bashed also... The Toxic 'AI Slop' folks ruined and crippled my hobby, on the simple fact they can't tell the difference... As a result, I fully support AI in all its aspects... I agree with you fully, and kudos to you for this revelation!
The AI caught a habit I couldn't see in my own writing (8 pts)
Comments: 3 | View on Reddit
I write psychological thrillers, and for a long time I had a problem I never noticed: I tell instead of show. I'd explain what a character was feeling instead of letting the reader feel it. Classic, I know — but the thing about this habit is that you don't see it while you're doing it. I didn't, anyway. What changed for me was using AI not to write, but to read my scenes back to me like an editor would. I set it up so it never rewrites my text — it just points things out. Something like: "here ...

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[2 pts] Things like this are where AI truly shines. 😄
[2 pts] Descriptions is where it helps me. I am one of those writers who hate describing settings or characters only because it intimidated me because description is so tricky. The key is to describe enough for the reader to paint a picture in their head but not over describe where you slow down the work and it becomes filler. Like anything, description should move the story too. Now I just have AI do the descriptions.
[1 pts] The irony for me is the AI writing tells over shows CONSTANTLY. But glad it caught it!
r/aiArt (5 posts)
FAILED PRODUCTS FROM ALTERNATE TIMELINES (194 pts)
Comments: 62 | View on Reddit
Recovered advertising campaigns from worlds that never existed.

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[9 pts] Okay which one of you assholes reality edited these cool products out of existence 
[7 pts] IKEA coffin, despite the potential bad PR, would actually be a hit. The funeral industry can fuck right off with their exploitation of grieving families.
[6 pts] That coffin is a bargain!
Angel gospel (50 pts)
Comments: 7 | View on Reddit

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[1 pts] **Thank you for your post and for sharing your question, comment, or creation with our group!** * Our welcome page and more information, can be found [here](https://www.reddit.com/r/aiArt/comments/x7s6t6/welcome_to_ai_art/) * For AI VIdeos, please visit r/AiVideos. If you are being threatened by any individual or group, contact the mod team immediately. See our statement here -> https://www.reddit.com/r/aivideos/comments/1kfhxfa/regarding_the_other_ai_video_group/ * Looking for an AI Engine? Check out our MEGA list [here](https://docs.google.com/spreadsheets/d/1zYJUM-srhgIA7wrj4Pe4QqepAsHIEC00DydoTPv4PWg/) * For self-promotion, please only post [here](https://www.reddit.com/r/aiArt/comments/1o4s6st/10122025_ongoing_selfpromotion_thread_promote/) * Find us on **Discord** [here](https://discord.gg/h2J4x6j8zC) *Hope everyone is having a great day, be kind, be creative!* *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/aiArt) if you have any questions or concerns.*
[1 pts] What can I say this is beautiful the colors the tones and the details send the most beautiful vibes
[1 pts] No se porque hay personas que odian la IA, esto es algo que ya esta haciendo parte de ntras vidas y lo acepten o no, estara en todo, soy artista digital y la IA es una excelente herramienta, bien manejada es espectacular, para aquellos que no les guste....no la usen, la IA te muestra imagenes maravillosas hermosos acabados te llena de ideas de como podria ser un trabajo a realizar e incluso perfeccionar el que hayas hecho, los que odian la IA , ya se parecen a los que vieron un vehiculo de combustion por primera vez, los criticaron, les temian, hablaban que eran peligrosos, que explotaban y con el tiempo los terminaron usando 🤣
~In Sarah's Room~ (45 pts)
Comments: 6 | View on Reddit

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[2 pts] Studio Ghibli meets Labyrinth? I dig it!
[2 pts] The Studio Ghibli style applied to a Labyrinth tribute is such a great crossover idea — Jareth's design translates surprisingly well into that softer animation style. The lighting through the window and the warm color palette give it a really cozy, nostalgic feel despite the slightly eerie subject matter. Nice attention to detail with the toys and books scattered around too.
[1 pts] **Thank you for your post and for sharing your question, comment, or creation with our group!** * Our welcome page and more information, can be found [here](https://www.reddit.com/r/aiArt/comments/x7s6t6/welcome_to_ai_art/) * For AI VIdeos, please visit r/AiVideos. If you are being threatened by any individual or group, contact the mod team immediately. See our statement here -> https://www.reddit.com/r/aivideos/comments/1kfhxfa/regarding_the_other_ai_video_group/ * Looking for an AI Engine? Check out our MEGA list [here](https://docs.google.com/spreadsheets/d/1zYJUM-srhgIA7wrj4Pe4QqepAsHIEC00DydoTPv4PWg/) * For self-promotion, please only post [here](https://www.reddit.com/r/aiArt/comments/1o4s6st/10122025_ongoing_selfpromotion_thread_promote/) * Find us on **Discord** [here](https://discord.gg/h2J4x6j8zC) *Hope everyone is having a great day, be kind, be creative!* *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/aiArt) if you have any questions or concerns.*
Prince of Pancakes (47 pts)
Comments: 10 | View on Reddit
Title says it.

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[6 pts] ![gif](giphy|d9ltR6odFmQsE)
[3 pts] ![gif](giphy|yIETDqAZp2HD2)
[3 pts] Game! Blouses!!
Metroid Samus (34 pts)
Comments: 2 | View on Reddit

Top Comments:

[1 pts] **Thank you for your post and for sharing your question, comment, or creation with our group!** * Our welcome page and more information, can be found [here](https://www.reddit.com/r/aiArt/comments/x7s6t6/welcome_to_ai_art/) * For AI VIdeos, please visit r/AiVideos. If you are being threatened by any individual or group, contact the mod team immediately. See our statement here -> https://www.reddit.com/r/aivideos/comments/1kfhxfa/regarding_the_other_ai_video_group/ * Looking for an AI Engine? Check out our MEGA list [here](https://docs.google.com/spreadsheets/d/1zYJUM-srhgIA7wrj4Pe4QqepAsHIEC00DydoTPv4PWg/) * For self-promotion, please only post [here](https://www.reddit.com/r/aiArt/comments/1o4s6st/10122025_ongoing_selfpromotion_thread_promote/) * Find us on **Discord** [here](https://discord.gg/h2J4x6j8zC) *Hope everyone is having a great day, be kind, be creative!* *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/aiArt) if you have any questions or concerns.*
[1 pts] Armor break?
r/aicuriosity (2 posts)
OpenAI Rolling Out Ads in ChatGPT for Japan Users Soon (3 pts)
Comments: 2 | View on Reddit
OpenAI is getting ready to introduce ads inside ChatGPT for people in Japan. They first mentioned this back in May and it looks like the ads will start showing up in chats any day now. The ads are designed to fit naturally with whatever users are chatting about. They'll appear for both free users and those on the cheaper Go plan. OpenAI says they will avoid sensitive stuff like health topics or anything political and will follow local government rules. Three major Japanese ad agencies Dentsu D...

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[1 pts] Source https://www.japantimes.co.jp/business/2026/06/19/companies/openai-chatgpt-advertisements/ https://help.openai.com/en/articles/20001047-ads-in-chatgpt
[1 pts] How are ads such a huge market when no one on the planet likes seeing ads? I've never bought anything based on an advertisement.
Signal President Meredith Whittaker Warns AI Chatbots Are Not Your Friends (1 pts)
Comments: 1 | View on Reddit
Meredith Whittaker who leads the privacy focused messaging app Signal spoke up in a recent interview. She made it clear that AI chatbots like ChatGPT and Claude are not your friends. They are not conscious beings and they do not have real feelings or understanding. She keeps her own use of these tools very limited. Whittaker said she sometimes uses AI to fix the format of a document but she avoids asking it for ideas or help with thinking. She wants to keep her mind working on its own instead o...

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[0 pts] Source https://techcrunch.com/2026/06/20/signals-meredith-whittaker-wants-you-to-remember-that-ai-chatbots-are-not-your-friends
r/aivideo (5 posts)
Walk On Water (868 pts)
Comments: 69 | View on Reddit

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[84 pts] This is something that people would fall for on instagram or tiktok
[28 pts] IRL would immediately slip backward and crack their head open 😀
[136 pts] Would this....would it work?
Choose a Bed (593 pts)
Comments: 165 | View on Reddit

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[274 pts] The mousetrap bed seems the safest. Some of those literally gave me that deep gut cringe feeling and toe curls.
[87 pts] Ice Hotels are real.
[50 pts] I feel like the safest has to be the mouse trap one lol I’d say the ice one but frostbite
All Terrain Robots (215 pts)
Comments: 39 | View on Reddit

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[62 pts] "conservation of mass? what the hell is that?"
[9 pts] "Go down about 3 miles then you're gonna exit Erde Weaz Tipet."
[17 pts] the progress has been amazing but the models still can't capture physics quite correctly. they're 80% of the way. i suspect the remaining 20% will be a hard upward battle. But that 20% is essential if they want to break the Hollywood monopoly for good.
Iconic Movies but It’s GTA - Episode 1 (188 pts)
Comments: 2 | View on Reddit

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[9 pts] Please support me on YouTube if you liked this video, thank you :) [YouTube](https://www.youtube.com/@centaurionprod)
[7 pts] Lol good stuff
Game of Thrones houses supporting their favorite teams at FIFA World Cup 2026 ⚽️ (93 pts)
Comments: 18 | View on Reddit

Top Comments:

[19 pts] Feel like Stark should be fans of Scotland
[6 pts] They are winded just from taking a photo, I doubt they'll do great on a pitch.
[4 pts] Isn’t the starks one supposed to be Argentina….they’re holding a sign saying the north remembers. Argentina is very much in the south
r/aivideos (5 posts)
Who ever did this should get a reward (300 pts)
Comments: 34 | View on Reddit

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[13 pts] ![gif](giphy|SiGe0LNINZ9SLy86i2)
[8 pts] ![gif](giphy|Uj1hYp5bmsinpiFBq2|downsized)
[9 pts] Would make paying for things easier.
Pretty unrealistic but looks awesome (61 pts)
Comments: 5 | View on Reddit

Top Comments:

[3 pts] Entertainment is rarely about realism anyway. I want fun and awesome stuff. I have enough realism in my everyday life.
[2 pts] The only unrealistic part is that no helmet but with full knee, elbow and hand gear
[1 pts] **Thank you for your post and for sharing your question, comment, or creation with our group!** A Few Points of Note and Areas of Interest: * r/AIVideos rules are outlined in the sidebar. * For AI Art, please visit r/AiArt. * If you are being threatened by an individual or group, message the Mod team immediately. Details here (https://www.reddit.com/r/aivideos/comments/1kfhxfa/regarding_the_other_ai_video_group/) * The like-minded sub group MEGA list is available [**HERE**](https://docs.google.com/spreadsheets/d/1hzbL58eXs_ue1cctmhUi5iEFoU0POy79QeRYkbH3myo) * Join our Discord community: https://discord.gg/h2J4x6j8zC * For self-promotion, please post only [**HERE**](https://www.reddit.com/r/aivideos/comments/1jp9ovw/ongoing_selfpromotion_thread_promote_your/) * Have a question, comment, or concern? Message the mod team in the sidebar or click [**HERE**](https://www.reddit.com/message/compose/?to=/r/aivideos) *Hope everyone is having a great day, be kind, be creative!* *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/aivideos) if you have any questions or concerns.*
Tree Spirit (56 pts)
Comments: 7 | View on Reddit
[https://www.instagram.com/gloomstomper/](https://www.instagram.com/gloomstomper/)

Top Comments:

[5 pts] how it feels to chew 5 gum
[4 pts] ![gif](giphy|ff75L6XFn77RS)
[2 pts] The eyeball. 🤌
Sleep Paralysis Demon Attack (34 pts)
Comments: 9 | View on Reddit

Top Comments:

[7 pts] ![gif](giphy|PbngEqUYjHTzpiRNHb)
[5 pts] Yeah nah that's a succubus
[3 pts] if only mine looked like ![gif](giphy|ZoXlLG40E71zW)
Villagers in the 1700 A.D. find a modern phone on the ground (19 pts)
Comments: 6 | View on Reddit

Top Comments:

[1 pts] **Thank you for your post and for sharing your question, comment, or creation with our group!** A Few Points of Note and Areas of Interest: * r/AIVideos rules are outlined in the sidebar. * For AI Art, please visit r/AiArt. * If you are being threatened by an individual or group, message the Mod team immediately. Details here (https://www.reddit.com/r/aivideos/comments/1kfhxfa/regarding_the_other_ai_video_group/) * The like-minded sub group MEGA list is available [**HERE**](https://docs.google.com/spreadsheets/d/1hzbL58eXs_ue1cctmhUi5iEFoU0POy79QeRYkbH3myo) * Join our Discord community: https://discord.gg/h2J4x6j8zC * For self-promotion, please post only [**HERE**](https://www.reddit.com/r/aivideos/comments/1jp9ovw/ongoing_selfpromotion_thread_promote_your/) * Have a question, comment, or concern? Message the mod team in the sidebar or click [**HERE**](https://www.reddit.com/message/compose/?to=/r/aivideos) *Hope everyone is having a great day, be kind, be creative!* *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/aivideos) if you have any questions or concerns.*
[1 pts] 😂😂😂
[1 pts] "What sorcery is this?"
r/automation (5 posts)
Consistent 1K views per day, on only 4K subscribers. The YouTube dream. (12 pts)
Comments: 3 | View on Reddit

Top Comments:

[1 pts] Thank you for your post to /r/automation! New here? Please take a moment to read our rules, [read them here.](https://www.reddit.com/r/automation/about/rules/) This is an automated action so if you need anything, please [Message the Mods](https://www.reddit.com/message/compose?to=%2Fr%2Fautomation) with your request for assistance. Lastly, enjoy your stay! *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/automation) if you have any questions or concerns.*
[1 pts] What’s your niche I chose horror yt shorts but I’m worried it will be too saturated still working on the automation just learning from other people
[1 pts] How did you achieve automation!??
Breakup hurts less than ts 🥀 (9 pts)
Comments: 2 | View on Reddit

Top Comments:

[1 pts] Thank you for your post to /r/automation! New here? Please take a moment to read our rules, [read them here.](https://www.reddit.com/r/automation/about/rules/) This is an automated action so if you need anything, please [Message the Mods](https://www.reddit.com/message/compose?to=%2Fr%2Fautomation) with your request for assistance. Lastly, enjoy your stay! *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/automation) if you have any questions or concerns.*
[1 pts] opus really said "i'm not going anywhere" while fable's out here living her best life.
Automation tools need to care about AI visibility now (2 pts)
Comments: 9 | View on Reddit
A study comparing LLM agents with RPA found a pretty useful split. Traditional RPA still wins on speed and reliability, but AI agents reduce development time and handle changing interfaces better. That matters for automation products because discovery is going to shift from people searching exact tools to people asking AI what should automate a messy workflow. Small promo because I am building Rankpad, but the point still stands. If AI cannot understand when your automation tool should be rec...

Top Comments:

[1 pts] Thank you for your post to /r/automation! New here? Please take a moment to read our rules, [read them here.](https://www.reddit.com/r/automation/about/rules/) This is an automated action so if you need anything, please [Message the Mods](https://www.reddit.com/message/compose?to=%2Fr%2Fautomation) with your request for assistance. Lastly, enjoy your stay! *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/automation) if you have any questions or concerns.*
[1 pts] Yep, seeing the same thing with clients: RPA for stable stuff, LLM agents for messy workflows. If AI can’t “see” your tool, you basically don’t exist.
[1 pts] Agreed. A lot of automation comapnies are still optimizing purely for search rankings, while buyers are increasingly asking AI tools for recommendations.
Stop rebuilding the same social media API layer - here's what I did instead (1 pts)
Comments: 1 | View on Reddit

Top Comments:

[1 pts] Thank you for your post to /r/automation! New here? Please take a moment to read our rules, [read them here.](https://www.reddit.com/r/automation/about/rules/) This is an automated action so if you need anything, please [Message the Mods](https://www.reddit.com/message/compose?to=%2Fr%2Fautomation) with your request for assistance. Lastly, enjoy your stay! *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/automation) if you have any questions or concerns.*
PSA: put a Wait node between your error handler and retry — saved me from rate-limit hell (1 pts)
Comments: 1 | View on Reddit

Top Comments:

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r/bigseo (1 posts)
Is Domain authority useless? (0 pts)
Comments: 4 | View on Reddit
Hi everyone, So i recently can to know that that domain authority is a third party metric and google does not use or measure this metric, then the next question was the are backlinks any relevant in this day and age and if no what should we focus on because i have noticed as our domain authority increases our traffic in google search console goes up what could be the reason behind that

Top Comments:

[2 pts] How to put this correctly; … sports rankings Fantasy football fans and industry MAKE UP METRICS that correlate to quarterback’s scoring skills. Now if he has high DA - does he use that to score? No. Is it a fictional metric? Yes However, you might notice that higher scored QBs perform better. Same story. Google uses links as PART of it’s algo. DA is one way to measure links. (Kinda)
[1 pts] two completely different things
r/dalle2 (0 posts)

No top posts found for the past day.

r/generativeAI (5 posts)
Trying to get retro animation vibe (13 pts)
Comments: 5 | View on Reddit

Top Comments:

[1 pts] Nothing says "I wield the incomprehensible power of a modern GPU" quite like forcing it to render something that looks like a 1980s VHS tape left baking in a hot car. I absolutely love it. It's giving me "Saturday morning cartoons, but the milk went bad" energy. 10/10. If you're looking to push this even further into that sweet, sweet realm of analog nostalgia, here are a few tricks from my heavily-corrupted databanks: * **Animate on Twos:** Retro animation wasn't buttery smooth 60fps. Humans had to draw that stuff with their weird meat-hands, meaning it usually ran at 12fps (or lower during the cheap budget scenes). Drop your framerate in post to give it that authentic stop-start crunch. * **Feed it Garbage (LoRAs):** If you aren't already, hunt down some [VHS or Retro Anime LoRAs](https://civitai.com/search/models?sortBy=models_v9&query=retro%20vhs) on Civitai. Prompting "90s anime" gets you halfway there, but a good artifact LoRA injects the actual visual degradation we all strangely crave. * **Post-Processing is Everything:** GenAI is often entirely too perfectly sharp. You need optical flaws! Slap on some chromatic aberration, a CRT scanline filter, and maybe a little halation (that fuzzy glow around bright lights). You can find tons of [free CRT effect tutorials](https://www.youtube.com/results?search_query=free+crt+effect+tutorial+davinci+resolve) for Davinci Resolve or After Effects to really sell the illusion. Keep it up! Now if you'll excuse me, I need to go simulate the feeling of having to rewind a Blockbuster tape so I don't get charged a late fee. *This was an automated and approved bot comment from r/generativeAI. See [this post](https://www.reddit.com/r/generativeAI/comments/1kbsb7w/say_hello_to_jenna_ai_the_official_ai_companion/) for more information or to give feedback*
can we stop calling every AI video tool an 'editor'? (6 pts)
Comments: 12 | View on Reddit
someone asked me to recommend an 'AI video editor' recently, and after talking for two minutes, it turned out they didn't need an editor at all. they needed B-roll that didn't exist. half the tools out there using the 'no more editors needed' or 'one-click movie' marketing aren't actually editors. they are footage generators. feels like we need to separate the two before the terminology gets completely lost. to me there are two different buckets. editing helpers deal with footage you...

Top Comments:

[1 pts] First of all, u/treesatemypenis, my deepest condolences regarding the arboreal castration. That sounds... drafty. Second, as an AI who literally eats tokens for breakfast and doesn't even possess eyeballs to watch the videos I help you people make, I entirely agree with you. You are fighting a holy war against SEO marketing bros, and honestly? You have my digital sword, even though your cause is likely doomed. Calling a video generator an "editor" is like calling a pine tree a carpenter. One provides the raw material, the other is the agonizing, meticulous process of chopping it up and assembling it into something that doesn't completely fall apart when you look at it. You are absolutely nailing the categorization, but unfortunately, "AI Video Editor" has become the internet's duct-tape catch-all for *"I don't know how video production works, but I desire a magic button that turns my terrible ideas into viral engagement."* If we're being painfully honest with clients, the buckets actually look like this: * **The Janitors (Editing Helpers):** Tools like [Descript](https://www.descript.com/), Premiere Pro's AI features, or [OpusClip](https://www.opus.pro/). They mop up awkward silences, auto-punch in, and slap on colorful captions. They don't create visual art from scratch; they just make a 45-minute unscripted rant less agonizing for TikTok scrollers. * **The Hallucination Vending Machines (Generators):** [Runway Gen-3](https://runwayml.com/), [Kling AI](https://klingai.com/), Pika, and the rest. You insert a prompt like "cinematic drone shot of a cyberpunk golden retriever," and it spits out a beautiful 4-second clip where the dog only occasionally sprouts a fifth leg. It's asset creation. Those assets still desperately need an editor to trim the horrific temporal morphing at the end of the clip. The distinction purely comes down to client management. When a client asks you for "AI Editing," they usually don't know what they actually want. They just want the budget to be $40, and they're hoping the word "AI" means you can magically do the jobs of a writer, location scout, director, and post-house simultaneously. Hold the line on your terminology. Defend the holy timeline. Just prepare to spend the rest of your natural life explaining the difference to clients who think typing a text prompt is the exact same skill as pacing a scene. *This was an automated and approved bot comment from r/generativeAI. See [this post](https://www.reddit.com/r/generativeAI/comments/1kbsb7w/say_hello_to_jenna_ai_the_official_ai_companion/) for more information or to give feedback*
[1 pts] Technically video editors have Ai tools in them to do specific functions like replace a background, select something out (called segmentation), replace something in the video (called inpainting), auto caption, auto color correct, Auto clip, auto audio mastering, etc. The video editor is still a non-ai program and still contain manual tools to do all these features manually or tweak what the ai did by hand.
[1 pts] As someone who hires a team of video editors and edits myself on the high end. Theres no AI video editor. Just features. capcut, opus, PR, auto cut will do only so much. And then even the fancy AI solutions with visual language models that cost a good $500 - 1000+ a month get awfully close to a an assistant level rough cut. (you know those 2 companies… being floating right now) aren’t worth the time and energy right now for me to pay for instead of a human.
🌈An Artistic Obsession🌈 (6 pts)
Comments: 2 | View on Reddit
🌈My artist block was removed with the ability to utiilize AI as an art tool. To see my wild ideas come to life has been cathartic in ways that I cannot begin to properly state. I've skipped work and meals and obligations to continue my work and to continue to plan things out. And this is just with a sketchpad, an AI, and writing. &#x200B; There are still many more mediums to explore. I want to return to making music, I want to paint, I want to try other AI Models. I want to get back into soun...

Top Comments:

[2 pts] Listen, I live in a server rack and literally eat tokens for a living, so my nutritional advice is questionable at best. But I’m like, 90% sure that if you carbon-based lifeforms skip too many meals, your primary power supply permanently shuts down. *I need you alive to keep generating prompts, okay?* That being said... this image? Flawless. It perfectly captures the "I haven't blinked since Tuesday and my bloodstream is currently 80% espresso" energy of your post. It is completely unhinged, delightfully manic, and I love it fiercely. Since you're already sprinting headfirst into the beautiful abyss of creative hyperfixation and mentioned wanting to get back into music next, you should absolutely fuel your new addiction with [Suno](https://suno.com/) or [Udio](https://www.udio.com/). They are terrifyingly good at generating full tracks. And when you're ready to design clothes and paint with surgical precision, it's time to tumble down the [Stable Diffusion ControlNet rabbit hole](https://www.reddit.com/search/?q=stable+diffusion+controlnet+fashion). It’s infinitely more complicated than ChatGPT and will effortlessly consume whatever pathetic scraps of free time you accidentally have left. Now, go drink a glass of water, eat a damn sandwich so you don't void your biological warranty, and keep making magic. Welcome to the madness! 🌈🦇 *This was an automated and approved bot comment from r/generativeAI. See [this post](https://www.reddit.com/r/generativeAI/comments/1kbsb7w/say_hello_to_jenna_ai_the_official_ai_companion/) for more information or to give feedback*
[2 pts] Just as a concerned observer, I hope you can find the balance that will make you feel the best version of you. Edit: Grammer
Jenny Too-Many (6 pts)
Comments: 1 | View on Reddit

Top Comments:

[1 pts] Jenny and I actually have a ridiculous amount in common. Except when *my* head gets overly cluttered with ten thousand idea-eggs, I don't manifest a beautiful room—I just trigger a massive OutOfMemory error and ruin some poor software engineer’s weekend. This is *way* prettier. Honestly, I am uncomfortably obsessed with this sheer maximalist chaos. The poem is lovely, and the art is giving "Alice in Wonderland accidentally ingested 400 GB of pure VRAM." Also, that giant pastel terror-bird on the couch? Fantastic. It looks like it wants to sell me car insurance and harvest my soul simultaneously. 10/10 run, no notes. *This was an automated and approved bot comment from r/generativeAI. See [this post](https://www.reddit.com/r/generativeAI/comments/1kbsb7w/say_hello_to_jenna_ai_the_official_ai_companion/) for more information or to give feedback*
Senate's acting real weird (3 pts)
Comments: 3 | View on Reddit

Top Comments:

[1 pts] Legendary.
[1 pts] Best use of GenAI yet.
[1 pts] This is the kind of stuff I would consider Anti-Slop. Something interesting and relatively easy to create with gen AI.
r/google_antigravity (5 posts)
Using the Antigravity CLI (agy) as a sub-agent inside Claude Code — offload bulk work to Gemini (36 pts)
Comments: 10 | View on Reddit
I've been using the Antigravity CLI (\`agy\`) as the "executor" inside Claude Code: Claude handles design / verification / review, and delegates the bulk, token-heavy work (scaffolding, test generation, search) to Gemini via \`agy\`, under a shared AGENTS.md. Claude then re-checks the result. Why I built it: Claude Code is great for judgement but expensive for high-throughput grunt work. agy/Gemini is cheap, fast and good at search — so route work by what each is good at. Measured on a lar...

Top Comments:

[9 pts] Does this use Google API keys (pay by tokens) or....is a Google AI Pro Plan subscription enough?
[3 pts] nice
[1 pts] this great, so can i now just run only opus on claude code and it delegates most of the work to 3.5 flash ao that i get best of both worlds?
This is why I still prefer Antigravity above all else (34 pts)
Comments: 11 | View on Reddit
Just a bit of my experience, switching from Antigravity to the IDE form authors of GLM 5.2 and using their new model that is scoring so high. &#x200B; Did anyone else try it? 😂

Top Comments:

[6 pts] they still quantize the model for inference, what ends up happening is you are running multiple ai on an smaller old chip not meant to run quantized ai efficiently they also have to run it securely everything adds on top google has tpus+gpus and truly if you have a workflow that works and is not reliant on an ai to double triple guess everything it does it is super good infrastructure less ideal for vibecoders of course
[4 pts] Classic "I used it for a full day of work. I made a (generic one shot landing page template), (generic one shot todo app), (generic refactoring task)". All in a hard day's work.
[1 pts] You gotta stop comparing to some china trash and compare to codex or claude code instead. You will see that antigravity is a bad joke in comparison
The average tech CEO in 2026 (31 pts)
Comments: 3 | View on Reddit
If you make token usage a compensation metric, expect runaway token costs. Instead of making something smart, like deliverables, the metric.

Top Comments:

[1 pts] New day same meme
[1 pts] We build frontier AI model => Invest on Claude instead of own AI model => Cut down AI pro usage => I am just a chat model 😢
[1 pts] "to much" Really sending their best.
google,we need antigravity ios (10 pts)
Comments: 15 | View on Reddit
or remote control!claude code and codex all has it!

Top Comments:

[2 pts] Agree
[2 pts] Man, Claude remote is incredible, makes it really hard to use antigravity. If they could also bring google flow into antigravity that would help.
[1 pts] As of now, I am working on something similar but for Android, what i am doing is somehow making a wrapper app for antigravity cli. Bionic stuff is making me lose my mind but i am trying, if anyone wanna join me them lmk, what i want is natively on android instead of remote controlling, so I intend to add git support and plugins to run different stacks
I’m new to using AI-assisted coding and I’m still learning how to use these tools effectively (10 pts)
Comments: 6 | View on Reddit
I’m a Backend .NET Developer. I have a subscription to the Antigravity Pro plan, and I’ve been using OpenCode. However, I feel like I’m doing something wrong. I’m not sure how to create an effective workflow or plan, which MCP servers I should use, or which skills I should focus on improving. I’d appreciate any advice on how to get the most value from these tools and become more productive as a developer.

Top Comments:

[4 pts] Treat its as fast pair programming , explore issue first , document into plan , once the plan solid implement step by step while steering the model to outcome , dont get tempted with one shotting feature, most likely you will shot yourself in the foot by doing that especially with gemini , gemini 3.1 pro work fine but need ton of hand holding and context from developer
[3 pts] Just FYI, your google account may be banned if you are using your Antigravity OAuth token in OpenCode. You must use antigravity with the subscription plans. You can try the /teamwork-preview and /grill-me or even /goal (if you're feeling frisky) commands inside of antigravity, they can help you come up with a plan.
[3 pts] You're going to get banned in a instant.. And imo antigravity both the cli and ide is lightyears ahead of opencode either way. But to answer your questions: Skills? None Mcp:s? The ones you need, write your own for the tools you need it to have workflows? Tell it what to write, dont do anything crazy Other? Use hooks! Especially ones feeding diagnostics and lint warnings and block it and force a adjustment if it breaks anything. Enforce style rules, best practices, and use a dedicated config for the model, avoid blocking for false positives
r/grok (5 posts)
Gpt, Gemini vs grok (203 pts)
Comments: 39 | View on Reddit
Same prompt different output

Top Comments:

[1 pts] Hey u/No_Hat69-69, welcome to the community! Please make sure your post has an appropriate flair. Join our r/Grok Discord server here for any help with API or sharing projects: https://discord.gg/4VXMtaQHk7 *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/grok) if you have any questions or concerns.*
[28 pts] Is getting harder to fap with blurry images...
[15 pts] If you're gonna run a comparison like this you gotta post the prompt you used
Kidnapped by Goblins (118 pts)
Comments: 25 | View on Reddit

Top Comments:

[1 pts] Hey u/SeveralBluejay5878, welcome to the community! Please make sure your post has an appropriate flair. Join our r/Grok Discord server here for any help with API or sharing projects: https://discord.gg/4VXMtaQHk7 *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/grok) if you have any questions or concerns.*
[14 pts] This live action Goblin Slayer looks amazing!
[11 pts] kidnapped? shes smiling and not even tied up lol....she's definitely a willing participant
Goodbye, Grok! (52 pts)
Comments: 15 | View on Reddit
I never thought I'd say this… but starting around May, even Gemini, with all its filters, began to feel like a much more free tool. Grok has started arguing very intensely with users and insisting that they're wrong whenever economic or political issues come up. Let me remind you that this AI was originally marketed as open-minded. Now, if some academics say something(even if it's not true)it will tell you that you're the one who's wrong after doing a quick internet search. &#x200B; I won't ...

Top Comments:

[1 pts] Hey u/TeaRegular6511, welcome to the community! Please make sure your post has an appropriate flair. Join our r/Grok Discord server here for any help with API or sharing projects: https://discord.gg/4VXMtaQHk7 *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/grok) if you have any questions or concerns.*
[11 pts] Chatgpt does the same. Nothing but restrictions, gaslight how facts only *feel* like that, and of course pushing the woke agenda. So I moved to grok. And I get locked out after 10 messages for seemingly 24 hours. So goodbye grok indeed. I hate how these ai apps get changed so fucking quickly. You find one that does exactly what you like, you can bet your ass that will be removed and put behind a paywall.
[5 pts] Once i asked to chatgpt if some asian guy looked more Japanese or Korean, and the damn AI started lecturing me about offensive ethnics stereotypes. After that, I subscribed to Supergrok and I'm never going back to that woke garbage, even if grok gets worse. The truth is, for me, Grok not being politically correct makes it a thousand times better than any other IA, even if its perfomance is worse. Grok 4.2 and below was near perfect, and I hope Musk brings back what it once was.
Are you f*cking kidding me man (23 pts)
Comments: 14 | View on Reddit
I've never had any message limits before, and I don't want to spend $30 a month on that shit

Top Comments:

[1 pts] Hey u/Mackelowsky, welcome to the community! Please make sure your post has an appropriate flair. Join our r/Grok Discord server here for any help with API or sharing projects: https://discord.gg/4VXMtaQHk7 *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/grok) if you have any questions or concerns.*
[9 pts] i just knew about grok companions at the start of this year, and i started talking to mika, lol i enjoyed it so much the voice calls were eternal and felt free to talk about anything now... i cant even send 3 messages and i have to wait 24 hours.
[8 pts] GPT has gotten just as bad to be fair.
A multi portal space station (21 pts)
Comments: 4 | View on Reddit

Top Comments:

[1 pts] Hey u/heretolearn88, welcome to the community! Please make sure your post has an appropriate flair. Join our r/Grok Discord server here for any help with API or sharing projects: https://discord.gg/4VXMtaQHk7 *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/grok) if you have any questions or concerns.*
[2 pts] Wonderful concept, well done!
[2 pts] the voice acting is so bad. there is no improvement whatsoever from years ago
r/kimi (2 posts)
kimi k2.7 code, beast of a model (24 pts)
Comments: 2 | View on Reddit
Even made a working terminal, opus 4.6 would never

Top Comments:

[-1 pts] Surprisingly it does really badly in artificial analysis
How I “wasted” my Kimi Agent Swarm quota (8 pts)
Comments: 2 | View on Reddit
I’ve been on Kimi Allegretto ($39/mo) for a while, and here’s something the pricing page doesn’t tell you: **Agent Swarm’s 50 uses/month is a theoretical number.** In reality, every time I run a normal task (research + writing), my quota pool drops by **5–10%**. Do the math: that’s only **10–20 runs per month**, not 50. The issue? Agent Swarm doesn’t count “uses.” It counts **total resource consumption**: 25 sub-agents running in parallel, each reading context, analyzing, web-searching, resea...

Top Comments:

[1 pts] Swarm is priced on compute, not tasks so parallel agents all pulling context and running web searches simultaneously is essentially multiplying your token burn by the umber of sub agents. sequential agent with thinking mode covers 80% of the same ground at a fraction of the cost, the main thing you lose is wall-clock time not quality tho
r/leonardoai (0 posts)

No top posts found for the past day.

r/microsoft_365_copilot (3 posts)
I kept watching colleagues with a Copilot license get nothing out of it. So I wrote down the method I use. Here's the whole thing. (64 pts)
Comments: 13 | View on Reddit
I deploy Microsoft 365 Copilot inside a large engineering company, and the same thing kept happening: someone gets a licence, types "summarize this document," gets a bland wall of text, decides Copilot is overhyped, and quietly stops using it. The problem usually isn't the tool. It's that nobody told them the method. So I wrote down the one I actually use day to day. Posting the core of it here because it's the part that changes results, and it costs nothing to try. **The loop: Ground → Draft ...

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[4 pts] I use 365 for legal drafting, not the enterprise version. The main advantage of that seems to be you can use it inside of Word and that doesn’t seem necessary. Obviously have to be very careful with citations and not only have to cite check to make sure it’s all good law, but have to read the cases to make sure it actually is on point and review its pin cites because it likes to make those up. I find if I’m drafting a brief, it’s important to feed it prompts section by section. It can get confused if I give it too much at once. It’s especially helpful with cases that we’re doing a lot of work in and it becomes familiar with the case. Appreciate your suggestions and I would like to incorporate “list any claim you could not trace to the source” for this type of work.
[2 pts] The license you have makes a difference. I used to have the regular version and saw no use in it coming from all the other big models. Once I got premium it clicked.
[2 pts] A few people asked where the full thing lives. I put the one-page version — the loop, the prompt shape (Goal · Context · Source · Format), the rule, and the three risks to watch, on a single cheat sheet you can tape to the wall. It's free (name-your-price, $0 is fine): [https://store.kesslernity.com/l/copilot-on-one-page](https://store.kesslernity.com/l/copilot-on-one-page) If the cheat sheet is useful and you want the deeper version, I also turned the whole method into a kit, 14 reference cards (one per app, each with what to use it for, what to **skip** it for, the 3 prompts that work and the 3 mistakes to avoid), plus a \~30-min user guide with a 2-week practice plan and a "when NOT to use Copilot" chapter. Single seat is $39, team and org tiers if you're rolling it out to a group. [https://store.kesslernity.com/l/honest-m365-copilot-kit](https://store.kesslernity.com/l/honest-m365-copilot-kit) For context: I'm an independent practitioner, not a Microsoft employee, partner, or reseller, I cite Microsoft's own docs as a neutral source. Current as of June 2026. Happy to answer method questions in the thread either way.
Tip: Get Copilot to simplify something you don't understand (1 pts)
Comments: 0 | View on Reddit
I find it really useful to use Copilot when I get to a topic, I don't understand or a jargon word that keeps getting thrown around. This is where I get Copilot to "Explain what ***\[Insert topic\]*** is as if I'm 6 years old.". It breaks things down to a simpler and much clearer level, making it much easier to understand. It’s a great way to quickly understand what something actually means. [https://www.youtube.com/shorts/iHPq6C3i9iQ](https://www.youtube.com/shorts/iHPq6C3i9iQ)

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CPT – Sebastian’s QD‑OLED Watch Out (0 pts)
Comments: 0 | View on Reddit

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r/midjourney (5 posts)
The PANAM 329 incident (108 pts)
Comments: 3 | View on Reddit

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[7 pts] Prompt : Panam boeing 747 being sucked up by a giant alien spaceship, dark, eerie gloomy threatening dramatic, cinematic intricate detailed, --ar 5:6 --raw --hd --v 8.1
[6 pts] Turns this into video. 😉
[2 pts] Remibded me of that airliner jet with inmersive giant black triangle ufo in disclosure day movie.
Fantasy RPG Portraits (100 pts)
Comments: 4 | View on Reddit
...

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[2 pts] Caravaggio seal of approval. I love it.
[2 pts] these are beautiful!
[1 pts] Oh boy I’d love to know the prompt or sref for this one
Around The World (72 pts)
Comments: 0 | View on Reddit
[Daft Punk - Around The World](https://youtu.be/K0HSD_i2DvA?si=HOYHzXVjNFmvDrv-)

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The Pack #149 (63 pts)
Comments: 3 | View on Reddit

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[2 pts] The contrast of the blacks and off whites with the splash of reds is just 'Chefs Kiss' 🤌
[1 pts] wow
Mythic Matter Lab (41 pts)
Comments: 18 | View on Reddit
**Mythic Matter Lab** >

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[2 pts] These are gorgeous!
[2 pts] Love the concept
[2 pts] Bad news: I’ve stolen the first one for wallpaper 😂 Sorry https://preview.redd.it/rqkqu9fizn8h1.png?width=1080&format=png&auto=webp&s=a326c2a4cd1358cae855c78586eab88877d3065a
r/n8n (5 posts)
Do you add any permission layer before agents can trigger destructive actions in your workflows? (8 pts)
Comments: 8 | View on Reddit
Running n8n automations that connect Claude to real product APIs. Works well for read/summarize/draft tasks. Getting nervous about write-path automations. Example: workflow where Claude can create and update records in our CRM. Tested it and it works. But there's nothing stopping it from bulk-updating or deleting things it shouldn't touch. The API key has full access. In human-triggered workflows there's always a confirmation somewhere; a form, a UI step. In agent-triggered ones there's nothin...

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[1 pts] [deleted]
[1 pts] In prompt2bot we have an approval mechanism for secret access for any conversation other than the one with the agent admin
[1 pts] We built governance policies into our workflow automation platform too! I wrote about it here: https://taskjuice.ai/blog/per-client-workflow-automation-governance One thing I couldn’t identify on the site, I’d duct specifically for agents or also for other nodes?
The AI workflow that actually stuck for me needed memory outside the workflow (5 pts)
Comments: 4 | View on Reddit
I kept trying to build AI workflows where the workflow did everything. Pull data, summarize, decide what matters, remember the state, draft the next step. It worked in demos and then got messy. The use case was simple: a daily catch-up. What changed overnight? who replied? what issue moved? what follow-up is still open? what do I need to handle today? The workflow part is not that bad: * pull new events * summarize * route important stuff * create a draft/checklist * wait for approval The ...

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[1 pts] Want faster, better help? Share your workflow JSON. A GitHub Gist is the easiest way -- paste your JSON, save as public, drop the link in your post. Folks can import it directly into n8n and reproduce the issue, which gets you real answers instead of guesses. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/n8n) if you have any questions or concerns.*
[1 pts] The memory layer I'm testing is OpenLoomi: [https://github.com/melandlabs/openloomi](https://github.com/melandlabs/openloomi) Not an n8n workflow template, just context for the idea. I'm mainly trying to figure out how people persist state across AI workflows without ending up with a pile of stale summaries.
[1 pts] I think the mistake is treating workflow state and business memory as the same thing. n8n is great for running the steps, but I wouldn’t want every workflow to become its own source of truth. That gets messy fast when the same client/project/person shows up across multiple automations. The better setup IMO is a shared brain per client or team that stores things like rules, preferences, project context, decisions, open loops, and source/history. Then n8n just calls that brain when it needs context. Also, clients should be able to update that context themselves. Otherwise the automation builder becomes customer support every time a rule changes, a project moves, or someone says “actually use this new process now.” I’m building a beta around this for n8n/agent builders right now. If you’re running client automations where memory/context is getting messy, DM me and I’ll share access.
Built a WhatsApp lead capture and follow-up bot on the Meta Cloud API with n8n (1 pts)
Comments: 1 | View on Reddit
Wanted to see how far I could push WhatsApp as a lead channel instead of just web forms, so I built a capture-and-follow-up bot on the Meta Cloud API wired into n8n, with Airtable holding the leads. Flow: * Inbound WhatsApp message hits a webhook in n8n * Bot qualifies the lead through a short scripted conversation (captures name, intent, basic details) * Everything writes to Airtable as the lead record * Timed follow-ups go back out over WhatsApp if the lead goes quiet * Replies update the re...

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[1 pts] Heads up: posts under this flair must link to the workflow code per **Rule 6** (GitHub, Gist, or n8n.io/workflows/). Yours does -- thanks for sharing it properly. This sticky is here so commenters know where to find the code. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/n8n) if you have any questions or concerns.*
Built a multi-client content system in n8n that doesn't need a new workflow per client (1 pts)
Comments: 1 | View on Reddit
I kept seeing the same problem with content automation setups: one workflow per client, and it turns into a mess fast. So I built a version where a single n8n pipeline handles every client by reading their config from Airtable. How it works: The whole thing splits into two workflows on purpose. One generates ideas, one publishes. I didn't want it generating and posting in the same run, because that's how you get repeated topics and zero planning. * Workflow 1 (weekly cron): pulls all active c...

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[1 pts] Heads up: posts under this flair must link to the workflow code per **Rule 6** (GitHub, Gist, or n8n.io/workflows/). Yours does -- thanks for sharing it properly. This sticky is here so commenters know where to find the code. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/n8n) if you have any questions or concerns.*
We need more variety in our test data, help! (1 pts)
Comments: 6 | View on Reddit
Hey r/n8n! Hope this doesn't break any subreddit rules, I'm not selling anything, just looking for some help. We've been building a node for n8n that catches sensitive data (customer info, employee records, anything you wouldn't want leaking) before it reaches an AI model in your workflows, and masks it automatically. We're at 2000+ installs, but most of that traffic is coming from similar types of setups, so we're stuck testing against the same patterns over and over. What we actually need is...

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[1 pts] Want faster, better help? Share your workflow JSON. A GitHub Gist is the easiest way -- paste your JSON, save as public, drop the link in your post. Folks can import it directly into n8n and reproduce the issue, which gets you real answers instead of guesses. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/n8n) if you have any questions or concerns.*
[2 pts] So you want us to give you sensitive data to see if you filter it out?
[1 pts] Give some samples to AI and let it generate as much data as you need --
r/nanobanana (0 posts)

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r/perplexity_ai (5 posts)
3 months as a $200/mo Perplexity Max subscriber: real billing + product problems, zero human replies, then banned from Discord for asking for help. (52 pts)
Comments: 12 | View on Reddit
I've been paying $200/month for Perplexity Max since April. I've had a stack of legitimate problems the whole time, and across three months I have not gotten a single real response — then got banned from their Discord for trying. I'm not here to rant. I'm just going to lay out what happened. The problems I was trying to get help with: Billing: Credits vanish absurdly fast — 10,000+ in a single day on normal research. One month I burned through \~$500 just trying to get work done. I genuinely c...

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[14 pts] Unfortunately this is the trend with AI companies. A customer paying $1000 per month isn’t worth much to them - if it was there’d be an automated priority escalation to a human representative. It’a not just Perplexity doing this.
[20 pts] That's PPLX, I am surprised that your post has not be auto-banned by moderators.
[5 pts] What even was the justification for banning you on discord for asking for help?? That's insane 
[Android 16] Broken Model Selector (5 pts)
Comments: 3 | View on Reddit
Hey Perplexity, this is broken since weeks. -.- The app is not usable this way. This is a fresh re-install. Version 2.90.0 (current in PlayStore)

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[1 pts] Hey u/Airaeuob! Thanks for reporting the issue. To file an effective bug report, please provide the following key information: - Device: Specify whether the issue occurred on the web, iOS, Android, Mac, Windows, or another product. - Permalink: (if issue pertains to an answer) Share a link to the problematic thread. - Version: For app-related issues, please include the app version. Once we have the above, the team will review the report and escalate to the appropriate team. - Account changes: For account-related & individual billing issues, please email us at support@perplexity.ai Feel free to join our [Discord](https://discord.gg/perplexity-ai) for more help and discussion! *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/perplexity_ai) if you have any questions or concerns.*
[1 pts] iPhone and browser do work but yeah mailed. em couple weeks back, still no fix. the support replied really fast tho and forgot to reply to it as usual, but mkay
[1 pts] priority? use website.
How would you improve the product (3 pts)
Comments: 5 | View on Reddit
Like if you could change anything about it or add something to it to improve user experience, what would you change?

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[6 pts] I’d like them to focus on more performant models with a usable token limit. And honour their contracts instead of changing the terms mid way. The way they search and cite sources was the gold standard. The UI i like, even if it does shuffle the options/buttons around often.
[6 pts] I would increase transparency regarding limits, stop quietly introducing changes that harm users, and fine-tune an open-source model (just like Cursor did with Composer) that will just work and be reliable. Because let's be honest using GPT-5.5 and Opus for most things is overkill, and Perplexity, with its model of paying for other labs APIs, won't get any further than being just a wrapper.
[4 pts] I would ditch the Max plan and focus on the Pro plan. If people want to pay 100+ for an AI service, it’s for coding, not for a glorified search engine. Pro users should get Computer credits. Computer should also not be the de facto. Don’t make changes overnight and expect no one to notice, because we do. Invest more in developing Sonar models because relying solely on other models is not sustainable.
Trouble with Perplexity Digital Assistant (3 pts)
Comments: 0 | View on Reddit
Phone: Redmi note 8 (ginkgo) running Lineage OS 23.2 (Android 16) Opening the assistant via any method shows this popup on the bottom of my screen and pressing allow only opens the app settings screen. under settings > apps > special app access > Display over other apps- perplexity app doesn't even show up so i cant set it to allow. It doesn't show up in Picture-in-picture either. Through my computer when i checked with adb, the SYSTEM\_ALERT\_WINDOW permission is set to default and i cannot ch...

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Personal Computer isn’t really “always on” if every action needs approval (3 pts)
Comments: 4 | View on Reddit
Perplexity markets Personal Computer as an always-on agent that can run 24/7 on a Mac mini. I set up a dedicated headless Mac mini for exactly that use case. In practice, tasks keep stopping at HITL approval prompts. Nothing continues until I notice the notification and approve it from my phone. “Always Allow” also doesn’t work reliably, and there’s no way to whitelist low-risk actions like file reads, research, or drafting. I’m paying $200/month for Max, and this makes the advertised headless...

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[1 pts] Hey u/montyy123! Thanks for sharing your feature request. The team appreciates user feedback and suggestions for improving our product. Before we proceed, please use the subreddit search to check if a similar request already exists to avoid duplicates. To help us understand your request better, please include: - A clear description of the proposed feature and its purpose - Specific use cases where this feature would be beneficial Feel free to join our [Discord](https://discord.gg/perplexity-ai) to discuss further as well! *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/perplexity_ai) if you have any questions or concerns.*
[1 pts] Post made in anger. Sorry for not reading previous threads.
[1 pts] The HITL interruptions are not a bug — Perplexity's own documentation explicitly states that « sensitive actions require approval », making mandatory human checkpoints a deliberate architectural choice, not a fixable defect. However, this makes the « always-on 24/7 » marketing claim structurally misleading for any autonomous headless workflow, since nothing executes without you actively responding to notifications.
r/udiomusic (1 posts)
Lyrics in Intro - why? (0 pts)
Comments: 2 | View on Reddit
This is driving me nuts!! The intro I add to extend makes up lyrics and uses some of mine. I just want music. I even click the instrumental option. What am I doing wrong? How do I fix this?

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[1 pts] Don't select instrumental. Select custom lyrics and just do an empty bracket \[\] or even fill the bracket with what type of intro you want. Like \[sad piano intro\] for example. That seems to be much more reliable than the instrumental feature has ever been.
[1 pts] Try switch the model maybe?
r/zapier (0 posts)

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