Jurgis Pasukonis
@jurgisp
Building intelligence
🚀 The first realtime AI that pilots your desktop is here: Ace Excited to share what I've been helping build at @GeneralAgentsCo over the past few months Read on ⬇️
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…
We're hiring! Check out our open roles here: generalagents.com/careers/
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!
Excited to share that DreamerV3 has been published in Nature! Dreamer solves control tasks by imagining the future outcomes of its actions inside of a continuously learned world model 🌏 It's the first agent to find diamonds in Minecraft from scratch without human data! 💎 👇
And we're live!
Today I'm launching my new company @GeneralAgentsCo 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!
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! 🚀
Today I'm launching my new company @GeneralAgentsCo 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!
Today I'm launching my new company @GeneralAgentsCo 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!
US O1A visa approved! 🇺🇸 Thanks to @lighthousehq_ that was much faster and less effort than I expected, they just took care of everything 🙏
🌎 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:
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
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
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)
Really cool work, congrats!
Today we're releasing Video Prediction Rewards (VIPER 🐍), a simple yet powerful method for extracting rewards from video prediction models! VIPER learns reward functions from raw videos, and generalizes to entirely new domains for which no training data is available 🧵 thread
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…
World models are the future of RL! 🚀💎
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
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
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
My first ML paper is finally out! Super proud and grateful of the opportunity to collaborate on it with @danijarh and @countzerozzz!
Current RL algorithms still struggle under partial observability, which is common e.g. in real 3D environments. Excited to introduce the Memory Maze benchmark, carefully designed for evaluating long-term memory of RL algorithms! 🏠🤖🚀 @jurgisp @countzerozzz