Enabling robots to quickly learn from demonstrations is crucial for widespread deployment. In our NeurIPS Conference paper we introduce Monte Carlo Augmented Actor Critic (MCAC) arxiv.org/abs/2210.07432 with Ashwin Balakrishna Dedieu Jules Daniel Brown @ken_goldberg 🧵1/8

We just gave AI access to our 3D printer.

Announcing Nautilus: A three-month gap program where you get paid –no strings attached– to dive into your craziest, most ambitious project. Yes, you read that right. Come live with us in San Francisco and build the next Renaissance. How it works:

throwback to shooting our yc video update: we got in

Such a cool launch vid! Can’t wait to see how you guys are gonna make CAD enter the AI world!

DeepSeek paradigm: folks who have gathered domain-specific, high-quality data will train their in-house specialized best-in-class reasoning models. Infra will be required to deploy these models at scale. The markets got it wrong.

Happy to share our new preprint “Improving Transformer World Models for Data-Efficient RL”: arxiv.org/abs/2502.01591 We propose a ladder of improvements to model-based RL and achieve for the first time a superhuman reward on the challenging Craftax-classic benchmark! 1/10

🚨 Casa Nautilus Wanted! @NautilusQuest is officially looking for a house in San Francisco to host our first cohort from June 1st. Learn more and help us find an incredible space:

12 young proteges, 3 months, and 1 house in San Francisco: Introducing the first cohort of Nautilus (...and applications for the 2nd cohort are now open!)

i started a yc company from the most remote place on earth powered by Starlink here’s how i did it:

Super exciting! 🔥

Secret's out! Codi just dropped the 1st AI Office Assistant. Furniture? Cleaning? Beverages? Building issues? Our AI office assistant handles it all for you. Just ask and it will get it done. ANY space. 4x more cost-effective (vs EA or FTE or founder's time...)

They should just call this « human in the loop »

disclaimer: this video does not feature @jason

We just launched the world’s first AI Office Manager. Our vision is simple: Codi (Codi) is building a future where offices can run themselves, just like cars can drive themselves. 🚀 Read the TechCrunch story ⬇️ techcrunch.com/2025/10/21/a16…

Congrats on the raise! Cracked team

CAD has been stuck in time for decades... That’s finally changing. We’re onboarding beta users for our AI CAD agent inside Onshape. It edits parts and cleans feature trees with a single prompt.