This is my new favorite hub.

Getting a lot of people telling me LLMs can accurately simulate human behavior. This isn't true. If LLMs could truly model human preferences, markets would be obsolete. Prices are just a clumsy way to guess what people want. Perfect simulation would make price signals

There's been a lot of cloudflare hate recently but tbh they're justified in wanting to restrict ai agents. Until very recently, the de facto business model of the internet was ads. Ads require a human being to view your website and interact with it. If most of your site traffic

IMO the only reason CUA agents aren't more prevalent is because of 1) speed, 2) cost and 3) inability to do long horizon tasks reliably (in that order). The models are already quite good for many important tasks. Scaling compute will fix 1) and 2) in ~1 year.

This is awesome. Congrats jan! x.com/adamcohenhille…

Everyone claims SOTA for Computer Use Agents (CUAs), but there's no way to ensure reproducible results. We're publicly releasing our OSWorld Verified leaderboard, starting with CUA models from OpenAI and Anthropic. We will include more evals and models soon.

Alexander Doria the greatest trick the devil played is convince everyone they don't need evals

This really was the year of agents huh

Juicebox is probably the best tool for recruiting out there. Congrats David and Ishan! x.com/juicebox_work/…

We’re hosting RL IRL in 10 days with Y Combinator, Shane Gu, Reducto, Greptile, Encord, and hud - it’ll be a great opportunity to meet others working on applied reinforcement learning!

I’m excited to announce Lapis, the fastest and most accurate analytics platform for AI search engines like ChatGPT, Claude, Gemini, Perplexity, and Grok. Here’s why we wanted to tackle this specific problem. The way we access information is fundamentally changing, ChatGPT and

hud (Jay, lorenss) and The LLM Data Company will break down how to build + scale RL environments:

We're going to teach people the best practices when making RL environments at Y Combinator this Saturday. If you're interested in the space and want to see the potential use cases of RL environments, come by! x.com/_WEEXIAO/statu…

Emergent behavior in LLMs may be the greatest psyop of our times.