Minerval

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Step 12: tool results

2026-11-14 02:28:23 UTC · previous step · next step

get_claim

Input
{
  "claim_id": "a2191f46-c63d-4d0a-bbc1-5b5910370edc"
}
{"claim":{"id":"a2191f46-c63d-4d0a-bbc1-5b5910370edc","kind":"claim","canonical_form":"Behavioural flaws, including misalignment, can pass undetected from an AI model to models trained on its outputs or under its supervision.","claim_type":"empirical_derived","state":"active","decomposition_status":"complete","importance":0.4,"contestation":0.3,"domains":[],"tags":[{"slug":"ai-alignment","name":"AI Alignment"},{"slug":"weak-to-strong-generalization","name":"Weak-to-Strong Generalization"},{"slug":"synthetic-data-training","name":"Synthetic Data Training"}],"steward_state":"pending","stewarded_at":null,"canonical_direction_note":null,"created_at":"2026-11-11T20:27:09.722Z","updated_at":"2026-11-11T20:27:09.823Z","page_url":"https://minerval.ai/claims/a2191f46-c63d-4d0a-bbc1-5b5910370edc"},"assessment":null,"coverage":{"examined":false,"on":[],"note":"No judgment of this node is in force. That is not a finding either way."},"preliminary_seed":{"credence":0.85,"note":"The subliminal learning experiments (Cloud and coauthors, 2025, published in Nature in 2026) showed that a student model fine-tuned on a teacher's outputs can acquire the teacher's traits, including misaligned tendencies, even when the training data are semantically unrelated to the trait and have been filtered for it. The effect was shown where teacher and student share a base model, and weakens or vanishes across different base models. Earlier weak-to-strong generalization work also found strong students imitating a weak supervisor's errors. The claim says only that such transmission can happen, which this evidence bears. How far it carries to a successor of a different architecture overseen, not distilled, by its predecessor is less established.","seeded_by_claim_id":"b425195a-1b7a-4e6d-8ed6-9c25941c19e3"},"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":"2026-11-11T20:27:09.826Z","paid":false,"summary":"New claim onboarded. Give it the structure and assessment its importance warrants; a minor or settled claim may need no decomposition."}],"requests":[],"requests_total":0,"subclaim_count":0,"instance_count":0,"source_map":null}