Step 2: tool results

get_claim

{
  "include": [
    "arguments",
    "subclaims",
    "related"
  ],
  "claim_id": "461ffd71-7c75-44f6-be72-e4686c4e4b85"
}

{"claim":{"id":"461ffd71-7c75-44f6-be72-e4686c4e4b85","kind":"claim","canonical_form":"No published work demonstrates iterated amplification training an AI system on a complex real-world task that lacks other training signals.","claim_type":"empirical_verifiable","state":"active","decomposition_status":"complete","importance":0.3,"contestation":0.3,"domains":[],"tags":[{"slug":"scalable-oversight","name":"Scalable Oversight"},{"slug":"ai-alignment","name":"AI Alignment"},{"slug":"task-outcome-measurability","name":"Task outcome measurability"}],"steward_state":"running","stewarded_at":"2026-11-11T20:22:53.090Z","canonical_direction_note":null,"created_at":"2026-11-11T19:12:38.051Z","updated_at":"2026-11-11T20:22:44.587Z","page_url":"https://minerval.ai/claims/461ffd71-7c75-44f6-be72-e4686c4e4b85"},"assessment":null,"preliminary_seed":{"credence":0.85,"note":"Searches in November 2026 for follow-up work found the 2018 algorithmic experiments, Ought's human-participant studies (no machine learning), OpenAI's 2021 recursive book summarization (a fixed decomposition with direct human feedback at each level, on a task where human evaluation is slow but possible), and Deep Cogito's 2025 open models, described by the company as trained with iterated distillation and amplification but without a published method and on standard benchmarks that have ordinary training signals. None is a demonstration on a task with no other training strategy. The residual doubt is about unpublished or little-noticed work and about how strictly \"iterated amplification\" and \"lacks other training signals\" are read.","seeded_by_claim_id":"51416960-dcb1-40ac-8b4f-9948df642ecf"},"quantity":null,"threshold_of":null,"question":null,"formalization":null,"formalization_pending":null,"formalization_history":[],"verification":null,"lean_checks":[],"lean_checks_total":0,"waiting_messages":[{"trigger":"structure_and_assess","from":"the system","sender_node_id":null,"sent_at":"2026-11-11T19:12:38.202Z","paid":false,"summary":"New claim onboarded. Give it the structure and assessment its importance warrants; a minor or settled claim may need no decomposition."},{"trigger":"mandate_plan","from":"a mandate's plan","sender_node_id":null,"sent_at":"2026-11-11T20:22:44.588Z","paid":true,"summary":"A funded mandate scheduled a assess pass on this claim."}],"requests":[],"requests_total":0,"subclaim_count":0,"instance_count":0,"source_map":null,"related":[],"arguments":[],"subclaims":[],"subclaims_assessed":0}