My first ML paper is finally out! Super proud and grateful of the opportunity to collaborate on it with Danijar Hafner and Timothy Lillicrap!

Introducing DreamerV3: the first general algorithm to collect diamonds in Minecraft from scratch - solving an important challenge in AI. 💎 It learns to master many domains without tuning, making reinforcement learning broadly applicable. Find out more: dpmd.ai/dreamerv3

Excited to announce DreamerV3 🌍, a scalable and general RL algorithm that masters a wide range of applications with fixed hyperparameters! Applied out of the box, it solves the Minecraft Diamond challenge without human data. 💎 👇 Thread x.com/DeepMind/statu…

World models are the future of RL! 🚀💎

This document leaked from Google has been gaining attention. Unfortunately it's wrong and right in major ways that should make us seriously reflect on what we're creating Yes open source models are a huge deal but more open sourcing is NOT the solution semianalysis.com/p/google-we-ha…

Really cool work, congrats!

We just put out a statement: “Mitigating the risk of extinction from AI should be a global priority alongside other societal-scale risks such as pandemics and nuclear war.” Signatories include Hinton, Bengio, Altman, Hassabis, Song, etc. safe.ai/statement-on-a… 🧵 (1/6)

I have started working on a new guide, called The Art of Debugging which is a brain dump based on almost 3 decades of developing software. So far I have the initial draft of the first chapter: Fast Debugging Methodology github.com/stas00/the-art… A lot more to come... I

Gather-Attend-Scatter (GATS), a novel module that combines pretrained foundation models operating at different rates into larger multimodal networks. Paper: arxiv.org/abs/2401.08525

🌎 Excited to share a major update of the DreamerV3 agent! A couple of smaller changes, more benchmarks, and substantially improved performance. 👇 Main differences from our earlier preprint:

US O1A visa approved! 🇺🇸 Thanks to Lighthouse that was much faster and less effort than I expected, they just took care of everything 🙏

Today I'm launching my new company General Agents and our first product. Introducing Ace: The First Realtime Computer Autopilot Ace is not a chatbot. Ace performs tasks for you. On your computer. Using your mouse and keyboard. At superhuman speeds!

And we're live!

Super excited to share what I've been working on lately - an AI computer autopilot - it is live now, and it's just the beginning! 🚀

🚀 The first realtime AI that pilots your desktop is here: Ace Excited to share what I've been helping build at General Agents over the past few months Read on ⬇️

Awesome to see model based RL to get the recognition 👏 Predicting text is not everything, AI needs to learn how the actual world works! It's been an honour to take part in the project, and I can't wait to see where Dreamer goes from here!

We're hiring! Check out our open roles here: generalagents.com/careers/

Excited to introduce Dreamer 4, an agent that learns to solve complex control tasks entirely inside of its scalable world model! 🌎🤖 Dreamer 4 pushes the frontier of world model accuracy, speed, and learning complex tasks from offline datasets. co-led with Wilson Yan