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Deep Values Frontier: AI Research Explained
Deep Values Frontier: AI Research Explained

GPT-6 Astra Fixed Another AI by Editing 0.016% of Weights

20 min•9 november 2026

Om avsnittet

MIT researchers let GPT-6 Astra edit a smaller model's weights directly, and it broke the model's endless reasoning loop by changing just 0.016% of them, with no retraining. If AI can be patched like software, the multimillion-dollar economics of improving models are in question.


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Chapters

(0:00) Weight-Space Programming Overview

(4:36) Neural Networks as Software Artifacts

(5:35) Microscopic Edits, Massive Gains

(6:42) Repairing Capabilities vs Creating

(9:05) Nvidia's Compute Paradox

(10:49) Tail Risk: Neoclouds and Debt

(13:07) Apple's Advantage in Edge AI

(14:27) Tech Giants' Strategic Positioning

(15:26) Nvidia's Compute Paradox

(17:12) Model Supply Chain Security

(19:14) Verdict and What to Watch

(19:39) Get the apps


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The two hosts' voices are AI-generated from the sources discussed. Educational content only; not investment advice.


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