- 01
Define the editing workflow job
Treat “live 3d face swap” 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. For a reversible workflow, preserve the handoff draft, and ask the source custodian to record destination fit before the workflow transfer.
- 02
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. For a reversible workflow, preserve the delivery checklist, and ask the brand reviewer to record temporal order before the acceptance review.
- Confirm ownership, consent, and allowed reuse For the named reviewer, preserve the review copy, and ask the channel editor to record reversal cost before the final sign-off.
- Preserve an untouched source and version history Before revision, preserve the test fixture, and ask the release approver to record source fidelity before the reversible handoff.
- Name the reviewer and acceptance condition For the named reviewer, preserve the source ledger, and ask the identity reviewer to record failure conditions before the final sign-off.
- 03
Test observable controls for live 3d face swap
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 revision, preserve the decision history, and ask the brand reviewer to record identity consent before the reversible handoff.
- 04
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. At handoff, preserve the claim inventory, and ask the rights reviewer to record revision intent before the scope confirmation.
- 05
Approve a reversible production handoff
Before advancing “live 3d face swap”, 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. Before approval, preserve the claim inventory, and ask the policy reviewer to record claim scope before the rights check.