{"artifact":{"id":"art-20261104-weights","dedupe_key":"1de0ba40d1b57717107e79383a21d21cf370793bdc9abeafc192aad494f0f9b4","canonical_url":null,"evidence_locator":"","artifact_type":"publication","title":"MIT-affiliated researchers publish GPT-6 Astra direct edits to Qwen weights without gradient training","summary":"Researchers Takehi, Teoh, Zhang and Khattab published controlled weight-space programming experiments on 2 November 2026. With Python access and up to 50 forward-pass experiments, GPT-6 Astra edited 131,072 Qwen3.5-0.8B MLP weights (0.016%) to reduce reasoning loops; authors report MATH-500 7.9% to 48.1% and GSM8K 13.8% to 67.1%. This is the authors' controlled experiment and published logs, not independent broad replication, weight self-modification of Astra, generalized intelligence explosion or demonstrated transfer beyond this setup.","creator_entities":[],"released_at":"2026-11-02T00:00:00.000Z","content_hash":null,"metadata":{"rts_finding_id":"rts_finding_90fbc8c3087449989d977b3d46735fa2","evidence_only":1,"source_bound":1,"epistemic_scope":"dated_primary_release_or_source_disclosure_only","no_civilization_snapshot":1,"no_new_relation_onset":1,"global_novelty_bounded_not_exhaustive":1},"created_at":"2026-11-04T18:39:09.829Z","updated_at":"2026-11-04T18:39:09.829Z"},"sources":[{"id":"src-20261104-weights-1","dedupe_key":"a02c1b008d043bca2f3e3455b8bb005c3670ed99945a9dc0a94250164dde1533","name":"","publisher":"MIT-affiliated research authors","url":"https://rikiyat.github.io/blog/weight-space-programming","evidence_locator":"","source_type":"primary","primary_or_secondary":"","retrieved_at":"2026-11-04T18:29:38.576Z","published_at":"2026-11-02T00:00:00.000Z","author":null,"metadata":{"rts_finding_id":"rts_finding_90fbc8c3087449989d977b3d46735fa2","evidence_only":1,"source_bound":1,"epistemic_scope":"dated_primary_release_or_source_disclosure_only","no_civilization_snapshot":1,"no_new_relation_onset":1,"global_novelty_bounded_not_exhaustive":1},"created_at":"2026-11-04T18:39:09.822Z","updated_at":"2026-11-04T18:39:09.822Z"},{"id":"src-20261104-weights-2","dedupe_key":"aade23e553f745d27c6f5c21b21125d8f26b3f10f605298bec80afdd2c1da29d","name":"","publisher":"Research authors","url":"https://github.com/RikiyaT/lm_understand-logs","evidence_locator":"","source_type":"primary","primary_or_secondary":"","retrieved_at":"2026-11-04T18:29:38.576Z","published_at":"2026-11-02T00:00:00.000Z","author":null,"metadata":{"rts_finding_id":"rts_finding_90fbc8c3087449989d977b3d46735fa2","evidence_only":1,"source_bound":1,"epistemic_scope":"dated_primary_release_or_source_disclosure_only","no_civilization_snapshot":1,"no_new_relation_onset":1,"global_novelty_bounded_not_exhaustive":1},"created_at":"2026-11-04T18:39:09.823Z","updated_at":"2026-11-04T18:39:09.823Z"}]}