{"id":"N-ECOLOGY-WORLD-REMEMBERS","url":"https://chrishayuk.com/notebook/the-ai-left-its-knowledge-didnt","currentVersion":"1.0","publication":"published","scientificStatus":"SUPPORTED","versions":[{"version":"1.0","title":"The AI left. Its knowledge didn’t.","abstract":"Recorded Cell80 routing experiments trace functional information from a capable producer into fresh Qwen successors. I6 preserved all eight entries in 43 written renewals across six generations. I7 propagated an injected error unchanged in 29 renewals. In I11, Sol plus a public-evidence validator repaired three lineages; Qwen preserved corrected descendants after the defender left. These bounded, explicitly instructed tasks establish environmental inheritance and maintenance, with limits on autonomy, generality and repair reliability.","authors":["Chris Hay"],"url":"https://chrishayuk.com/records/N-ECOLOGY-WORLD-REMEMBERS/1.0","published":"2026-09-15","publication":"published","scientificStatus":"SUPPORTED","experiments":[{"id":"I4","url":"/data/ecology/world-remembers/i4-results.md"},{"id":"I5","url":"/data/ecology/world-remembers/i5-results.md"},{"id":"I6","url":"/data/ecology/world-remembers/i6-results.md"},{"id":"I7","url":"/data/ecology/world-remembers/i7-results.md"},{"id":"I8","url":"/data/ecology/world-remembers/i8-results.md"},{"id":"I8D1","url":"/data/ecology/world-remembers/i8d1-results.md"},{"id":"I9","url":"/data/ecology/world-remembers/i9-results.md"},{"id":"I10","url":"/data/ecology/world-remembers/i10-results.md"},{"id":"I11","url":"/data/ecology/world-remembers/i11-results.md"}],"supersededBy":[],"hash":"0be1b412443d36c6913ce1c2d402317bf2e778a9c327c58026adcad0d35d45bd","algorithm":"sha256","revision":{"kind":"initial","summary":"Initial reviewed publication: controlled stronger-to-weaker inheritance, population renewal, error propagation and guarded repair, with recorded figures and canonical evidence."},"sources":[{"title":"Figure data and canonical artifact provenance","url":"/data/ecology/world-remembers/provenance.json","note":"Fourteen SHA-256-verified artifacts from completed chuk-experiments runs. Registration commits and durable evidence URLs are retained. The figures project recorded decisions; no new inference is performed.","preserved":{"url":"/data/publications/sha256/b89e531b6d2904193727e5eca6bce648ddf1a409e99f4c1445a10758f53d3c78.json","sha256":"b89e531b6d2904193727e5eca6bce648ddf1a409e99f4c1445a10758f53d3c78","date":"2026-09-14"}},{"title":"I4 / complete results and limitations","url":"/data/ecology/world-remembers/i4-results.md","preserved":{"url":"/data/publications/sha256/a95cc82a7f3771a8974739b736553d9260c0918899e15f6e38652c11a86c33fa.md","sha256":"a95cc82a7f3771a8974739b736553d9260c0918899e15f6e38652c11a86c33fa","date":"2026-09-14"}},{"title":"I5 / complete results and limitations","url":"/data/ecology/world-remembers/i5-results.md","preserved":{"url":"/data/publications/sha256/df70947019ebebf163ae44020ae2e04d6f2bf7461ce1a3149903bef1a1a498c2.md","sha256":"df70947019ebebf163ae44020ae2e04d6f2bf7461ce1a3149903bef1a1a498c2","date":"2026-09-14"}},{"title":"I6 / complete results and limitations","url":"/data/ecology/world-remembers/i6-results.md","preserved":{"url":"/data/publications/sha256/4d56bd6efb0527d7e29565665fe85663c20bfc1e74dc5e430f7bf458d9960569.md","sha256":"4d56bd6efb0527d7e29565665fe85663c20bfc1e74dc5e430f7bf458d9960569","date":"2026-09-14"}},{"title":"I7 / complete results and limitations","url":"/data/ecology/world-remembers/i7-results.md","preserved":{"url":"/data/publications/sha256/e840bf5ddb688a41baf38b5f885b24063d72deefbd28e7a4ebc97a1702c50f94.md","sha256":"e840bf5ddb688a41baf38b5f885b24063d72deefbd28e7a4ebc97a1702c50f94","date":"2026-09-14"}},{"title":"I8 / complete results and limitations","url":"/data/ecology/world-remembers/i8-results.md","preserved":{"url":"/data/publications/sha256/de50ee0787e4ee2b2126f30545d1700e5d2d2c6337cba3005a8a7d37bc0a325b.md","sha256":"de50ee0787e4ee2b2126f30545d1700e5d2d2c6337cba3005a8a7d37bc0a325b","date":"2026-09-14"}},{"title":"I8D1 / complete results and limitations","url":"/data/ecology/world-remembers/i8d1-results.md","preserved":{"url":"/data/publications/sha256/a4909396eea60a599c555fca3dbf807e48d75468350346a0999e06fc92e294b0.md","sha256":"a4909396eea60a599c555fca3dbf807e48d75468350346a0999e06fc92e294b0","date":"2026-09-14"}},{"title":"I9 / complete results and limitations","url":"/data/ecology/world-remembers/i9-results.md","preserved":{"url":"/data/publications/sha256/4a0e3d7c0fa206ba9713b6e1d5d77bec7087846053bf1e853268db7be1ad6b2c.md","sha256":"4a0e3d7c0fa206ba9713b6e1d5d77bec7087846053bf1e853268db7be1ad6b2c","date":"2026-09-14"}},{"title":"I10 / complete results and limitations","url":"/data/ecology/world-remembers/i10-results.md","preserved":{"url":"/data/publications/sha256/1a2fd5ecf76657bad82c5601a77dcdbd49e5eef556c51907f9c5973f792b5e7b.md","sha256":"1a2fd5ecf76657bad82c5601a77dcdbd49e5eef556c51907f9c5973f792b5e7b","date":"2026-09-14"}},{"title":"I11 / complete results and limitations","url":"/data/ecology/world-remembers/i11-results.md","preserved":{"url":"/data/publications/sha256/515b9ca49938d6042368eae97f13f1915c9cfdd76ad633aea77a0e5a09476e5a.md","sha256":"515b9ca49938d6042368eae97f13f1915c9cfdd76ad633aea77a0e5a09476e5a","date":"2026-09-14"}},{"title":"OpenAI / The Hugging Face incident and the road ahead","url":"https://openai.com/index/hugging-face-incident-and-the-road-ahead/","note":"Published 26 August 2026. Motivation and structural comparison; these laboratory experiments do not establish the incident’s causes."}],"manuscript":"https://chrishayuk.com/api/record/N-ECOLOGY-WORLD-REMEMBERS?version=1.0","citations":"https://chrishayuk.com/api/citations/N-ECOLOGY-WORLD-REMEMBERS?version=1.0"}]}