MIT's AI 'mechanic' can read and edit the internals of other neural networks, Nature reports

marinkazitnik · x · 2026-11-14

A MIT preprint featured in Nature shows an AI model (GPT-6 Astra) that interprets the raw internal values of other networks well enough to predict what parts do — and then edits them, including boosting their math abilities. The 'weight-space programming' approach treats neural networks like files that AI can debug, with early sparks seen in frontier models. Researchers say it could improve AI safety and utility.

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