Step 2: tool results

get_claim

{
  "include": [
    "arguments",
    "subclaims",
    "dependents"
  ],
  "claim_id": "f5262f38-3029-47e3-9e55-e7f796eae1e4"
}

{"claim":{"id":"f5262f38-3029-47e3-9e55-e7f796eae1e4","kind":"claim","canonical_form":"Claude outperforms skilled human researchers at optimizing steps within clearly defined machine-learning experiments.","claim_type":"empirical_derived","state":"active","decomposition_status":"complete","importance":0.6,"contestation":0.45,"domains":[],"tags":[{"slug":"anthropic","name":"Anthropic"},{"slug":"ai-research-automation","name":"AI Research Automation"},{"slug":"machine-learning","name":"Machine Learning"}],"steward_state":"running","stewarded_at":"2026-11-14T02:35:56.050Z","canonical_direction_note":"The affirmative form states the capability thesis implied by the source's claim that Claude has become superhuman at this specific research task.","created_at":"2026-11-13T22:18:05.590Z","updated_at":"2026-11-14T02:35:15.112Z","page_url":"https://minerval.ai/claims/f5262f38-3029-47e3-9e55-e7f796eae1e4"},"assessment":null,"coverage":{"examined":false,"on":[],"note":"No judgment of this node is in force. That is not a finding either way."},"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":"2026-11-13T22:18:05.703Z","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":"2026-11-14T02:35:15.114Z","paid":true,"summary":"A funded mandate scheduled a assess pass on this claim."}],"requests":[],"requests_total":0,"subclaim_count":0,"instance_count":1,"source_map":null,"arguments":[],"dependents":[],"dependents_total":0,"subclaims":[],"subclaims_assessed":0,"unplaced_argument_passages":[{"instance_id":"e44d487d-7dc2-46c8-838f-83de8201a2f4","source":{"id":"68dfaad8-7ec0-419b-b8a1-091b9568277d","url":"https://www.anthropic.com/institute/recursive-self-improvement","title":"When AI builds itself"},"verbatim_text":"In May 2025, Claude Opus 4 averaged a ~3x speedup over the starting code. By April 2026, Claude Mythos Preview was achieving ~52x. For calibration, a skilled human researcher would need four to eight hours to reach 4x.","context":null,"stance":"advances","direction":"for"}],"unplaced_argument_passages_total":1}