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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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Signs of the future.

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Apprenticeship Filament Games · 01/08/2026 09:00

A tutor who gives clues rather than solutions no longer penalizes students

A study of nearly 1,000 high school students shows that access to a standard chatbot degrades performance once the tool is removed, unlike a restricted version.

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