tdhttt

its so cute that claude suggests a 6 week timeline as if i'm not gonna make you fix this all in the next 2 hours

I really can't believe I'm saying this, but for non-code tasks, o3 Pro feels MILES ahead of Claude Opus 4

apple is wasting so many developers’ entire careers on rendering beautiful glassmorphic squircles and not enough on rethinking all of human computer interaction in the context of AI

Friend who is a doctor told me everyone in his hospital uses ChatGPT now. Me: “Do you all use o3?” Him: “No, 4o. Isn’t it best to use the latest model? 4 vs 3?” @OpenAI we really gotta fix these model names 🤦‍♂️

@adonis_singh Not anymore after o3, which I trust and respect

does anyone still unironically use perplexity?

@iScienceLuvr Maybe start with medical coding and verify a. If they are real coding and b. LLM as a judge to rank the correctness of the coding

RL LLM training for medicine is very underexplored right now and there is still significant room to improve clinical reasoning abilities It is difficult though because how do you turn medicine into verifiable problems? This is what I spend a lot of time thinking about now

OpenAI deleted my account without explanation. The email they sent said "OpenAI's Usage Policies restrict the use of our services in a number of areas. We have identified ongoing activity in your account that is not permitted under our policies." I only used ChatGPT for coding, and lately not so much, because the o3 model was unavailable most of the time. The only reason I can see is my online posts about Altman's nose. It's the lowest thing I've ever witnessed from a tech company.

Introducing container use for agents. Go from babysitting one agent at a time to enabling many agents to work safely and independently with your preferred stack. github.com/dagger/contain…

I am building a macOS native on-device RAG app. If Apple brings the MLX team to the WWDC stage, I will open source it.

We all owe a debt to the PC gamers, who nobly funded years of GPU development before the rest of the world understood how useful they were.

@damianplayer VID

This is CRAZY… SICK of filming, editing, and posting content 24/7 ?? This AI Agent automates your entire short-form video pipeline: – Writes viral POV scripts w/ GPT
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Our interpretability team recently released research that traced the thoughts of a large language model. Now we’re open-sourcing the method. Researchers can generate “attribution graphs” like those in our study, and explore them interactively.

🤯 We cracked RLVR with... Random Rewards?! Training Qwen2.5-Math-7B with our Spurious Rewards improved MATH-500 by: - Random rewards: +21% - Incorrect rewards: +25% - (FYI) Ground-truth rewards: + 28.8% How could this even work⁉️ Here's why: 🧵 Blogpost: tinyurl.com/spurious-rewar…

man-made horrors beyond your comprehension lie within the healthcare software world 1-3 letter function names no comments no types, implicit str <> int <> float conversions no operator precedence callee can mutate caller's local variables persistent global variables encouraged

Who’s making an MCP call the FBI server that’s actually a no-op to honey pot ai snitches?

Has anyone written up a deep dive into any of the common LLM benchmark suites, like SWE-bench Lite? I'd love to read a post that explains one of the popular benchmarks in some detail, shows some example questions from it, explains how to run it etc

@mikefutia UGC Agent

Here's a plug-and-play AI Agent that automates the creation of UGC videos for your brand using Gumloop and Arcads. – Starts from competitor product research – Analyzes video ads w/ Gemini 2.5 flash – Craft ad scripts tailored to your brand – Generates quality AI videos on demand – Stores & refines successful strategies for future campaigns Follow + Repost + Reply “UGC Agent” and I’ll DM you the full workflow (100% free, no email opt-in).

watching the lectures of mit’s missing semester is one of the best advices a senior once gave me. just watch 2 videos/weekend, and trust me, you’ll know really cool stuff by the end of your summer break :) 🔗 here’s the link: @missingsemester?si=YXNtTWnw32GeH_hr" target="_blank" rel="nofollow noopener">youtube.com/@missingsemest…