Here is my talk at @MIT (after some delay😅). I made this talk last year when I was thinking about a paradigm shift. This delayed posting is timely as we just released o1, which I believe is a new paradigm. It's a good time to zoom out for high level thinking. (1/11)

@Cornell Slides:

@Cornell YouTube video:

This is my lecture from 2 months ago at @Cornell. “How do I increase my output?” One natural answer is "I will just work a few more hours." Working longer can help, but eventually you hit a physical limit. A better question is, “How do I increase my output without increasing

RT @danielhanchen: Highly recommend this Stanford lecture video with @_jasonwei and @hwchung27 :).It's one of my favorites on scaling laws….

When we make rapid progress, we tend to double down on the working paradigm. Bitter lessons suggest that this can be risky for deep learning. When trying to make a new paradigm to work at all, it is often necessary to add structures, e.g. clever modeling ideas. These structures

I often hear people say they believe the world will be vastly different in 5 years. Yet, many of them plan life and career as if things won’t change much. Why such discrepancy? Humans have bias towards downplaying major future changes, especially the fast changing ones. Perhaps.

What we're seeing in AI will also happen in other technical fields. While AI’s expected impact is undeniably large, that's not unique; there are other hugely valuable areas, e.g. robotics, longevity. What truly differentiates AI is its rate of progress, specifically how it's.

We have long been accustomed to planning life around a 30-year career. As our healthspan increases, that assumption is increasingly wrong. What would you do differently if your career were, say, 100 years instead of 30? Which options have you subconsciously given up because you.

RT @venturetwins: Woman has lingering sore throat. Doctor tells her to wait it out, ChatGPT suggests an ultrasound, which reveals…aggress….

Differences in model quality are magnified with task difficulty. So if you work on harder problems, you benefit more from AI progress. Good forcing function to work on more challenging problems!.

RT @naval: @yacineMTB Going back from One to Zero is harder than going from Zero to One.

If you already have plus or pro, it is very easy to try Codex CLI and you get free API credits. Give it a try for our latest codex mini model!.

RT @anupk24: It was a fun (and intense) sprint working on the early versions of our codex (agent) and training the codex (mini-latest) mode….

RT @gdb: Codex CLI keeps getting better. In the long run, I expect that "local" (e.g. Codex CLI) and "remote" (e.g. Codex) coding agents w….

Demo video: As always, memorable launch sprint with @anupk24 @fouadmatin @rohancalum.

Happy to share what I’ve been working on at @OpenAI : Codex mini, a coding agent that is designed to collaborate with you in the terminal. Demo video in 🧵. AI capabilities are rapidly improving and our expectations are growing just as fast. But the communication channel

RT @sama: we will name it better than chatgpt this time in case it takes off.

"Every scientific era ends when the questions outgrow our unassisted minds—and every new era begins when we forge a tool that makes the impossible routine. AI is not replacing intelligence; it is the latest chapter in our long habit of manufacturing more of it.". I had a long.

RT @fouadmatin: So excited to share Codex CLI with everyone - fully open-source and available to try with o3 + o4-mini today. Excited to he….

RT @EdwardSun0909: We’re releasing BrowseComp, which stands for Browsing Competition. 🏎️. Think of it like coding or math competitions — wh….