marshAI

I’m excited to announce that Figure has signed a commercial agreement with Catalyst Brands, the operator of JCPenney, Aéropostale, and Brooks Brothers We’ll work to deploy humanoid robots at scale, starting with initial deployment in Reno, NV

Erdős problem #90 has been open for decades. Over the weekend a mathematician tested whether Claude Mythos could solve it. It did. But what caught my attention: Mythos didn't replicate the known approach from OpenAI's #1196 solution. It repeatedly settled on a different argument, one the mathematician called cleaner, with "no analytic complications." Air-gapped, no internet, no information leakage. GPT-5.5 solved numerous Erdős problems earlier this year. DeepMind's Nexus knocked out 9. Now Mythos, with a cleaner proof than the one that already existed. Problems that survived 80 years are falling in weeks.

@beffjezos Nah, automate all jobs. Who the fuck wants to work a job when will have abundant intelligence and labor all around. Automate and then let's go live.

An OpenAI model just disproved an 80 year old math conjecture from Paul Erdos, one of the most prolific mathematicians in history.  We're going to SOLVE everything.

@misraetel @VraserX Do you think it'll be economically viable work? I see people doing things because they like it and maybe there is some sub economy for human endeavors/creations but If AI/bots are faster, cheaper, safer, then I don't see how humans would command a premium to make it worth it.

@VraserX We need more thinking and more work to make life better still. There no fixed amount of work to do… more is better and humans can add to machine labor!

If AI can eventually do the thinking and robots can do the labor, what exactly is the economic argument for making humans work 40 hours a week? I want the strongest answer from people who disagree.

If you have a superhuman mathematician and you can’t create an algo that gives you a matrix multiplication speedup that 100x useful compute over the next 12 months… that should be the takeoff. sudden unhobbling and capability expansion quite soon

New glossy Cybercab footage from Tesla. "The future of abundance starts now."

scaling laws scale

$NVDA with a 24 forward P/E proves AI is not a bubble.

three of the things we are most excited about: 1. AGI accelerating research 2. AGI accelerating companies 3. personal AGI accelerating everyone in achieving their goals today it was great to announce the unit distance result. yesterday it was great to announce that we are offering to invest $2M in openai credits into every YC company. now we need to increase our efforts on the third!

a general-purpose model solved a major open problem in mathematics. we'll be saying this a lot over the coming years, but this is a kinda big milestone. i'm very excited for AI to greatly extend our understanding of the world, but still, i have complicated feelings today.

Personal update: I've joined Anthropic. I think the next few years at the frontier of LLMs will be especially formative. I am very excited to join the team here and get back to R&D. I remain deeply passionate about education and plan to resume my work on it in time.

Update: as we get closer, I’m hearing that 3.5 is confirmed and the benchmarks are high !

2026 is very much the year of agents and AI coding, lots to happen still!

@__tinygrad__ It's almost as if it'd have to progress exponentially to do so...

The AI panic is really unbelievable today. The level of delusion and hype have grown to mythic proportions. Has AI beaten Pokemon Red yet? Like a normal 6 year old does, by looking at the screen? Oh it hasn't. But all jobs are over in 18 months? This website is full of idiots.

@chrisgpt One day it’ll be 24/7 everything

Aging is loss of information and the surprising finding is information can be restored

I huddled with the team. Tomorrow we’re putting a human head-to-head against the robots Let’s settle this once and for all

prompt to profitable company, this is the future

@kenwheeler You’re going to enjoy today.