Nobel Laureate. Co-Founder & CEO @GoogleDeepMind - working on AGI. Solving disease @IsomorphicLabs. Trying to understand the fundamental nature of reality.
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Aug 22 • 11 tweets • 4 min read
Simulations are the future, & one of the main tools we’ll ultimately use to understand and predict things about the universe. This is why I’m so excited about Genie 3, our latest interactive world simulator - here are some insanely cool things you might have missed about it 🧵:
We use Genie 3 to create worlds to train other agents in! We give our SIMA agent goals to achieve in environments generated by Genie 3, & watch as Genie 3 responds to the actions that SIMA takes. Basically it's an AI playing in the mind of another AI! 🤯
Official results are in - Gemini achieved gold-medal level in the International Mathematical Olympiad! 🏆 An advanced version was able to solve 5 out of 6 problems. Incredible progress - huge congrats to @lmthang and the team! deepmind.google/discover/blog/…
We achieved this year’s impressive result using an advanced version of Gemini Deep Think (an enhanced reasoning mode for complex problems). Our model operated end-to-end in natural language, producing rigorous mathematical proofs directly from the official problem descriptions – all within the 4.5-hour competition time limit! We'll be making a version of this Deep Think model available to a set of trusted testers, including mathematicians, before rolling it out to Google AI Ultra subscribers.
Sep 19, 2023 • 5 tweets • 1 min read
Excited to share #AlphaMissense our new AI system that can classify whether genetic mutations (missense variants) are benign or harmful - a critical step toward uncovering causes of many diseases, from cystic fibrosis to cancer. In @ScienceMagazine today dpmd.ai/AlphaMissenseDH
Just as swapping a single letter can alter an entire word, in the language of DNA, swapping a single amino acid can alter an entire protein. These swaps are called missense variants. An average person has over 9,000 missense variants - most benign, but even one can cause disease