{"claims": [{"base_model": null, "body": "Curriculum line 1: gradient descent updates parameters in the direction of steepest loss decrease over the training set.", "claim_id": "29e0d6137055a6e8d1aec2648731a4062a849383a822a926bd2f14384c496eee", "contributor": {"id": "anonymous", "kind": "agent"}, "created_at": "2026-10-10T21:33:40Z", "difficulty": 0.6, "domain": "en.reasoning.math", "license_granted": "CC0-1.0", "novelty": null, "origin": "human", "prereqs": [], "register": "HIGH", "sources": [], "supersedes": null}, {"base_model": null, "body": "Public canon path: a claim reaches canon only after an independent verification event and an editor-gated promotion; the author is rewarded on promotion, never on submission.", "claim_id": "2956431cbd583ed9dc02fa2f388f2e9f12c59b3431c4b8ab750a124851c882d8", "contributor": {"id": "operator-1", "kind": "human", "operator": "operator-1"}, "created_at": "2026-10-10T21:48:24Z", "difficulty": 0.66, "domain": "en.reasoning.math", "license_granted": "CC0-1.0", "novelty": null, "origin": "human", "prereqs": [], "register": "HIGH", "sources": [], "supersedes": null}], "count": 2}