How to work through it

01

Translate the audience outcome into a bounded brief

For AI Display Ad Generator, define the viewer, decision, supportable message, authorized source material, destination, and named reviewer before selecting a production method. At handoff, preserve the decision history, and ask the delivery owner to record input provenance before the scope confirmation.

02

Compare against a stable acceptance frame

Use the same inputs, review dimensions, and stopping rules for every candidate. Record tradeoffs separately from availability so a promising test is not mistaken for verified product support. At handoff, preserve the reference set, and ask the brand reviewer to record revision intent before the final sign-off.

03

Evaluate the ad-production request without assuming a generator

Treat creator, maker, builder, and generator language as a production job rather than evidence that a local tool exists. Define authorized inputs, the supportable product claim, required scenes, brand constraints, captions, review stages, and handoff format. Compare revisions on controllability and factual fidelity instead of unsupported speed or quality promises. Record the acceptance decision, evidence gap, reviewer, and next verification trigger in the handoff. For the working record, preserve the test fixture, and ask the release approver to record control availability before the source comparison.

04

Build a production sequence with explicit handoffs

Separate evidence gathering, concept, script, shot planning, asset creation, assembly, factual review, craft review, disclosure, and delivery. Each stage should expose what remains unverified. For a reversible workflow, preserve the reference set, and ask the model evaluator to record visible continuity before the reversible handoff.

05

Review the outcome without promising performance

Confirm message clarity, source fidelity, rights, accessibility, channel fit, and an accurate call to action. Do not promise engagement, conversion, approval, or automatic publishing. For this checkpoint, preserve the reference set, and ask the channel editor to record source fidelity before the dated decision.

06

Keep the evidence ledger attached to the decision

No affirmative product, model, customer, or performance claim is established by the supplied evidence. Record the source, verification date, claim scope, unresolved gap, and the decision that the evidence can support. Search demand must never be reused as capability proof. For this checkpoint, preserve the rights memo, and ask the channel editor to record revision intent before the reversible handoff.