Swap Face Generator

Define the editing workflow job

Treat “swap face” as a search job to investigate, not as proof that a SEELE feature exists. First diagnose the source, bound the requested change, protect unaffected material, and define a frame-level acceptance review. Write the intended audience, source owner, desired change, protected details, reviewer, and delivery condition before selecting any interface or model. That brief keeps the evaluation specific and makes an unsupported assumption visible early. Before approval, preserve the brief version, and ask the continuity editor to record identity consent before the rights check.

Prepare inputs for identity transformation

For this topic, assemble documented consent from every identifiable person, authorized media, a legitimate purpose, and a disclosure plan. Record where each source came from, who may use it, and what must remain unchanged. Use a small representative asset for the first pass, keep the original untouched, and define a fallback route so experimentation cannot silently become the production master. Before approval, preserve the failure note, and ask the production lead to record source fidelity before the workflow transfer.

• Confirm ownership, consent, and allowed reuse Before moving on, preserve the input snapshot, and ask the model evaluator to record failure conditions before the acceptance review.
• Preserve an untouched source and version history Before moving on, preserve the control log, and ask the creative lead to record human approval before the acceptance review.
• Name the reviewer and acceptance condition Before moving on, preserve the decision history, and ask the channel editor to record destination fit before the acceptance review.

Test observable controls for swap face

A bounded evaluation should inspect identity scope, temporal consistency, expression fidelity, edit reversibility, provenance, and disclosure. Change one meaningful variable at a time and record the date, workspace, account context, input, setting, result, and failure. Topic selection can prioritize the question, but it does not establish availability, quality, speed, licensing, or a supported SEELE workflow. Before moving on, preserve the source ledger, and ask the creative lead to record visible continuity before the acceptance review.

Review evidence, safety, and policy boundaries

Do not enable impersonation, non-consensual face or body replacement, deceptive endorsements, or evasion of safeguards. Any identifiable face, body, or voice requires explicit permission, a legitimate purpose, disclosure where required, and a human check against impersonation or deceptive endorsement. For third-party products, competitors, plans, models, and platform rules, attach a verification date and primary source; an absent statement is an evidence gap rather than proof of a limitation. For this checkpoint, preserve the source ledger, and ask the claims reviewer to record reversal cost before the controlled revision.

Approve a reversible production handoff

Before advancing “swap face”, verify consent, inspect every frame for identity errors, preserve source records, and obtain a named human approval. Document remaining manual work, unresolved evidence, destination requirements, and the person accepting the result. The handoff should preserve sources and test notes, allow correction, and avoid promises about output quality, turnaround, business performance, publishing, or access that the evidence does not support. For a reversible workflow, preserve the source ledger, and ask the rights reviewer to record visible continuity before the controlled revision.