How to work through it
For Ai直播, define the viewer, decision, supportable message, authorized source material, destination, and named reviewer before selecting a production method. For this decision, preserve the decision history, and ask the identity reviewer to record failure conditions before the bounded test.
Name the audience, source materials, creative constraints, reviewer, and delivery condition first. This makes the workflow actionable without assuming that a product will automate every step. For this decision, preserve the reference set, and ask the model evaluator to record format readiness before the editorial approval.
Define the host or authorized avatar, run of show, source delay, moderation owner, escalation path, captions, recording consent, and fallback scene before a live session. Separate real-time production requirements from any unverified model or streaming integration, and rehearse loss of signal, unsafe comments, factual corrections, and clean termination. Record the acceptance decision, evidence gap, reviewer, and next verification trigger in the handoff. Before delivery, preserve the test fixture, and ask the identity reviewer to record visible continuity before the controlled revision.
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 reference set, and ask the production lead to record evidence freshness before the reversible handoff.
Confirm message clarity, source fidelity, rights, accessibility, channel fit, and an accurate call to action. Do not promise engagement, conversion, approval, or automatic publishing. While evidence is current, preserve the reference set, and ask the delivery owner to record reversal cost before the production checkpoint.
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. While evidence is current, preserve the rights memo, and ask the delivery owner to record input provenance before the production checkpoint.
