Gemini 3 Runs Full ML Experiments, US Genesis Mission: Autonomous Science, DeepScholar Rivals DR

Captions as YouTube publishes them, usually machine-generated, so product and people names can be misheard.

1. 0:00

   Good morning Legion. Happy Monday. The mailbag is officially live and will remain live through Wednesday. And on Wednesday we'll be holding a live stream on X to kick off the month of December. It will prequel the main events upcoming in January and dive into a longer term vision for the Legion buildout, including the upcoming plan for deploying squads within the Legion.

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   Most of the stories today are about how AI is going to revolutionize science and everything that entails. First up, Gemini 3 is bringing new products to market that hold both promise and peril for the future of scientific discovery.

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   The AI researcher is a Gemini 3 powered multi AI agent system that autonomously runs ML experiments with a research question. It will design experiments, spin up specialists, agents with their own GPUs to run them and write a paper.

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   Publications just got easier and scientific discovery just became accessible to way more people in the world. Our second story is a big one. You might have heard news last week about the new Manhattan like project, also known as the Genesis Mission, announced at the Department of Energy.

5. 1:02

   You can read the full executive order below, but the main gist of it is this the Genesis mission is a dedicated, coordinated national effort to unleash a new age of AI accelerated innovation and discovery that can solve the most challenging problems of the century. That sounds somewhat optimistic.

6. 1:19

   Within this executive order, it's also made clear that through the Genesis mission, the US government will be officially building autonomous scientific agents. They call it close loop discovery, and it fundamentally changes the physics of how we invent things.

7. 1:32

   Instead of humans using tools, it will be fully autonomous, involving AI agents, robotics and reinforcement loops between the two. The AI, science and technology race just kicked into higher gear, folks. And for our last story today, as if there wasn't enough AI and Science News already, DeepScholar was announced as an openly accessible deep research system that's been built at Berkeley and Stanford.

8. 1:56

   Deep scholar efficiently processes hundreds of articles demonstrating strong long form research synthesis capabilities competitive with Open AI. DR. While running up to two times faster, you can try it out below. But more importantly, you can see that the future of science education and work is probably never going to be the same as we're witnessing in real time.

9. 2:16

   The deployment of AI scientific discovery. What comes next is AI generated economic outputs. And AI created wealth. It's coming faster than most think. And at a time when knowledge of AI and its benefits and perils has never been more important. Join the Legion. Stick around. We'll do this all again real soon.