How to work through it

01

Translate the audience outcome into a bounded brief

For Ads Generator AI, define the viewer, decision, supportable message, authorized source material, destination, and named reviewer before selecting a production method. Before delivery, preserve the rights memo, and ask the delivery owner to record reversal cost before the fallback decision.

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. Before delivery, preserve the test fixture, and ask the source custodian to record temporal order before the fallback decision.

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. Before delivery, preserve the control log, and ask the identity reviewer to record identity consent before the evidence refresh.

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 controlled test, preserve the authorization record, and ask the source custodian to record human approval before the dated decision.

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 the named reviewer, preserve the authorization record, and ask the creative lead to record evidence freshness before the bounded test.

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 the named reviewer, preserve the claim inventory, and ask the policy reviewer to record failure conditions before the bounded test.