{"event":{"id":"evt-hist-2026phase26-bootloops-claude-shaped-science","dedupe_key":"research_methods_publication:2026-10-01:matthew-schwartz-publishes-claude-shaped-science-and-bootloops-account","event_type":"research_methods_publication","title":"Matthew Schwartz publishes Claude-shaped science and BootLoops account","summary":"On October 1 an Anthropic-hosted guest essay by Matthew Schwartz described BootLoops harness-based AI-assisted calculations across science with human expert collaboration. Individual scientific claims remain case-specific and subject to independent replication; BootLoops is stated to be Schwartz-owned, not an Anthropic project.","occurred_at":"2026-10-01T00:00:00.000Z","published_at":"2026-10-01T00:00:00.000Z","observed_at":"2026-10-18T06:30:00.000Z","reconstructed_at":"2026-10-18T06:30:00.000Z","ingest_type":"historical_backfill","locations":null,"status":"verified","confidence":0.89,"metadata":{"evidence_only":1,"global_novelty_unproven":1,"no_production_writes":1,"original_index_position":929,"source_reported_claims_limited":1},"created_at":"2026-10-19T05:49:44.882Z","updated_at":"2026-10-19T05:49:44.882Z"},"artifacts":[{"id":"art-hist-2026phase26-bootloops-claude-shaped-science","dedupe_key":"296367e2df020f6be45ecdce0fa7b37c1f78c2ec0bc39bc84001d58522616e9c","canonical_url":"https://www.anthropic.com/research/claude-shaped-science","evidence_locator":"","artifact_type":"original_publication","title":"Matthew Schwartz publishes Claude-shaped science and BootLoops account","summary":"","creator_entities":[],"released_at":"2026-10-01T00:00:00.000Z","content_hash":null,"metadata":[],"created_at":"2026-10-19T05:49:44.882Z","updated_at":"2026-10-19T05:49:44.882Z","relation":"documented_by"}],"signals":[]}