Define the procedure job before choosing a product

Treat “how to generate longer ai videos” as a step-by-step learning request, not as evidence that a feature exists. The action implied by the query is to create a planned asset or draft; the working object is editorial topic. Write the intended audience or user, authorized input, desired change, review owner, and finished handoff. Also state what the task excludes. This brief keeps search wording from turning into an unsupported promise about SEELE, a named vendor, a model, or an automatic result. For the named reviewer, preserve the evidence table, and ask the delivery owner to record camera logic before the editorial approval.

• Input: a clear definition of the term, the reader's production context, authorized examples, and an explicit question to resolve For the named reviewer, preserve the rights memo, and ask the workflow owner to record input provenance before the editorial approval.
• Success: a bounded explanation or plan that identifies the next decision without inventing product access, controls, evidence, or outcomes For the named reviewer, preserve the reference set, and ask the workflow owner to record reversal cost before the editorial approval.
• Stop condition: missing rights, consent, safety review, primary evidence, or delivery authority For the named reviewer, preserve the delivery checklist, and ask the factual editor to record human approval before the editorial approval.

Use the how-to method method

Translate the request into an input, a reversible action, a checkpoint, and a finished handoff. Practice on a duplicate or non-sensitive sample, preserve the original, and stop when authorization, account access, safety, or factual uncertainty appears. For this query, sequence the work into reversible decisions and observable review points. Keep notes about assumptions, source dates, failed checks, and human decisions beside the working asset. The how-to-guides classification determines this learning sequence, while the authoritative taxonomy remains the only owner of the route. This page supplies editorial copy and cannot silently change the category, subhub, or URL. For the named reviewer, preserve the review copy, and ask the delivery owner to record evidence freshness before the bounded test.

Apply the topic orientation boundary

Treat ambiguous or weakly related search language as a question to clarify. Do not turn it into a SEELE capability, endorsement, factual claim, or interactive workflow without evidence. Work from a clear definition of the term, the reader's production context, authorized examples, and an explicit question to resolve. Review toward a bounded explanation or plan that identifies the next decision without inventing product access, controls, evidence, or outcomes. A polished draft is not enough: the reviewer must be able to see which source supports each factual statement, who authorized each asset or identity, and which product behavior is still an unanswered test question. Topic selection alone never establishes safety, availability, quality, or permission. For the working record, preserve the rights memo, and ask the channel editor to record evidence freshness before the dated decision.

• Clarify the intended meaning For the working record, preserve the evidence table, and ask the release approver to record failure conditions before the dated decision.
• Choose an authorized example For the working record, preserve the input snapshot, and ask the identity reviewer to record disclosure clarity before the dated decision.
• Name the evidence needed for the next decision For the working record, preserve the control log, and ask the claims reviewer to record destination fit before the dated decision.

Record evidence, review the handoff, and name the next check

The result should be reproducible from the written decisions while leaving product-specific buttons, limits, and account behavior to current official documentation rather than invented steps. Run separate passes for craft, factual accuracy, identity and source rights, safety, accessibility, and destination requirements. Record the source and verification date for any changing platform, model, price, policy, privacy, export, or compatibility statement. If primary evidence is missing, publish the item only as a question or editorial planning step. The finished handoff must name the approver and preserve a path back to the authorized original. For this decision, preserve the rights memo, and ask the model evaluator to record human approval before the reversible handoff.