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VIDEOS Your AI Agent Wants Your Data. Here's How to Lock It Down - Jeff Smith, Oracle APPRENTICESHIP Edhivo: At Stony Brook, two LLMs share the writing of assessments and the correction of open-ended responses for a semester LEGISLATION U.S. Presidential Policies: Questioned twice a day for a month, chatbots deliver stable judgments, except when the service changes silently SPACE LISA mission: quantum neural networks spot all supermassive black hole signals in a test set, without universal quantum advantage ROBOTICS Quadruped robots: a refined LLM decides which obstacle to push and where, and succeeds in 34 out of 45 sails on the real robot CLIMATOLOGY Flood mapping: the small Prithvi-Tiny foundation model doesn't beat a U-Net, but runs two and a half times faster on a laptop MEDICAL ARTICLES Health: Out of 3,611 questions, Google's AI Overviews score only 38% of the points in a grid written by doctors ESSAYS "The Commanding Heights": for Will Manidis and Joe Roberts, the richness of AI will go to the obligatory crossing points, not to the laboratories VIDEOS Your AI Agent Wants Your Data. Here's How to Lock It Down - Jeff Smith, Oracle APPRENTICESHIP Edhivo: At Stony Brook, two LLMs share the writing of assessments and the correction of open-ended responses for a semester LEGISLATION U.S. Presidential Policies: Questioned twice a day for a month, chatbots deliver stable judgments, except when the service changes silently SPACE LISA mission: quantum neural networks spot all supermassive black hole signals in a test set, without universal quantum advantage ROBOTICS Quadruped robots: a refined LLM decides which obstacle to push and where, and succeeds in 34 out of 45 sails on the real robot CLIMATOLOGY Flood mapping: the small Prithvi-Tiny foundation model doesn't beat a U-Net, but runs two and a half times faster on a laptop MEDICAL ARTICLES Health: Out of 3,611 questions, Google's AI Overviews score only 38% of the points in a grid written by doctors ESSAYS "The Commanding Heights": for Will Manidis and Joe Roberts, the richness of AI will go to the obligatory crossing points, not to the laboratories

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Theses Anthropic · 04/09/2026 14:00

Claude formalizes for the first time an integral proof of Fermat's last theorem

In 11 days, largely autonomously, the model produced 13 million lines of Lean code and proved more than 30,000 intermediate theorems.

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