{"artifact":{"id":"art-20261029-copilot-feedback","dedupe_key":"c1841065782108909c86b7772d68977ef0df27a5aab28458526c1b633c60fadd","canonical_url":null,"evidence_locator":"","artifact_type":"publication","title":"GitHub Copilot Automations adds outcome-feedback prompt self-improvement with human approval (28 Oct 2026)","summary":"GitHub released a Copilot Automations improvement on Oct28: automation outcomes (label reversals, accepted review comments, merged PRs) can feed another automation that proposes edits to original prompts, tools or triggers; a human must approve each proposed edit. This is a bounded, productized feedback loop, not recursive model-weight training or autonomous self-application, and no measured quality gain is published.","creator_entities":[],"released_at":"2026-10-28T00:00:00.000Z","content_hash":null,"metadata":{"rts_finding_id":"rts_finding_6d209dca6822456a8328d701a39ff8ee","epistemic_scope":"dated_primary_source_milestone_only","source_bound":1,"evidence_only":1,"no_civilization_snapshot":1,"no_relation_onset":1,"global_novelty_unresolved":1},"created_at":"2026-10-29T20:57:37.915Z","updated_at":"2026-10-29T20:57:37.915Z"},"sources":[{"id":"src-20261029-copilot-feedback","dedupe_key":"c577625d32e4fcc11b2e06b64fd27dcf1b36d559fdaca6d605dafcfbb3df3c50","name":"","publisher":"GitHub","url":"https://github.blog/changelog/2026-10-28-copilot-automations-now-learn-from-outcomes-and-self-improve","evidence_locator":"","source_type":"primary","primary_or_secondary":"","retrieved_at":"2026-10-29T20:54:45.749Z","published_at":"2026-10-28T00:00:00.000Z","author":null,"metadata":{"rts_finding_id":"rts_finding_6d209dca6822456a8328d701a39ff8ee","epistemic_scope":"dated_primary_source_milestone_only","source_bound":1,"evidence_only":1,"no_civilization_snapshot":1,"no_relation_onset":1,"global_novelty_unresolved":1},"created_at":"2026-10-29T20:57:37.911Z","updated_at":"2026-10-29T20:57:37.911Z"}]}