Minerval

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2026-11-11 20:40:06 UTC · previous step · next step

get_claim

Input
{
  "include": [
    "arguments",
    "subclaims",
    "related",
    "findings",
    "dependents"
  ],
  "claim_id": "0a64000e-ce65-4078-b4f6-fc0ebb861ccf"
}
{"claim":{"id":"0a64000e-ce65-4078-b4f6-fc0ebb861ccf","kind":"claim","canonical_form":"Obtaining amplified-oversight signals for every action of very powerful AI is too costly during training and deployment.","claim_type":"empirical_derived","state":"active","decomposition_status":"complete","importance":0.35,"contestation":0.3,"domains":[],"tags":[{"slug":"scalable-oversight","name":"Scalable Oversight"},{"slug":"ai-safety","name":"AI Safety"}],"steward_state":"running","stewarded_at":"2026-11-11T20:40:03.114Z","canonical_direction_note":"The affirmative direction states the source's thesis that per-action amplified oversight is too costly for very powerful models in training and deployment.","created_at":"2026-11-11T19:05:35.646Z","updated_at":"2026-11-11T20:40:01.375Z","page_url":"https://minerval.ai/claims/0a64000e-ce65-4078-b4f6-fc0ebb861ccf"},"assessment":null,"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":"2026-11-11T19:05:35.733Z","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":"2026-11-11T20:40:01.378Z","paid":true,"summary":"First assessment. The claim is that obtaining amplified-oversight signals for every action of a very powerful AI system is too costly during training and deployment. Establish what 'too costly' has to…"}],"requests":[],"requests_total":0,"subclaim_count":0,"instance_count":1,"source_map":null,"subclaims":[],"subclaims_assessed":0,"related":[],"arguments":[],"dependents":[{"id":"dc02e01f-ce69-4dbe-ba36-ed0e2e90d071","text":"Scalable oversight can reliably control superintelligent AI systems.","claim_type":"evaluative","node_kind":"claim","relation_type":"contradicts","reasoning":"If an oversight signal cannot be obtained for every action of a very powerful system, control cannot rest on overseeing each action at run time and must rely on what training with the signal leaves behind. That closes the alternative route the argument from the gap between signal and deployed behaviour has to exclude, so the cost premise counts against the claim.","importance":0.75,"assessment_status":"doubtful","assessment_confidence":0.75,"assessment_credence":0.1,"bounty_micro_usd":null,"checked":null,"formal":false}],"dependents_total":1,"findings":[]}

get_claim_instances

Input
{
  "claim_id": "0a64000e-ce65-4078-b4f6-fc0ebb861ccf"
}
{
  "claim_id": "0a64000e-ce65-4078-b4f6-fc0ebb861ccf",
  "total": 1,
  "limit": 20,
  "offset": 0,
  "has_more": false,
  "instances": [
    {
      "id": "dc877dfe-2345-4625-802a-57f07786210b",
      "source_id": "6541cbaf-338f-4719-b56d-7bfa25606233",
      "verbatim_text": "Second,\nwe anticipate that Amplified Oversight signal will be costly to obtain.",
      "context": "Section 3.1; also 6.3: 'for very powerful future models, this will be too costly to do for all actions during training or (even more so) deployment.'",
      "stance": "affirms",
      "confidence": 0.6,
      "speaker": null,
      "publication": null,
      "source_date": null,
      "link": null,
      "source_title": "https://arxiv.org/pdf/2504.01849",
      "source_type": "unknown",
      "source_url": "https://arxiv.org/pdf/2504.01849",
      "source_published_date": null,
      "source_interest": null,
      "recorded_by": "extractor",
      "display_rank": null,
      "reading": null,
      "draws_on": [],
      "story": {
        "standing": "untraced",
        "basis": "none",
        "depth": 0,
        "diverges": false,
        "downstream_total": 0
      }
    }
  ]
}