- 01
Define the tool evaluation job
Treat “face swapper” as a search job to investigate, not as proof that a SEELE feature exists. First clarify the requested job, observe current controls on a bounded test, and document workflow fit and evidence gaps. 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 the working record, preserve the handoff draft, and ask the identity reviewer to record visible continuity before the editorial approval.
- 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 the working record, preserve the delivery checklist, and ask the accessibility reviewer to record claim scope before the production checkpoint.
- Confirm ownership, consent, and allowed reuse For a reversible workflow, preserve the review copy, and ask the model evaluator to record camera logic before the bounded test.
- Preserve an untouched source and version history For a reversible workflow, preserve the test fixture, and ask the creative lead to record disclosure clarity before the bounded test.
- Name the reviewer and acceptance condition For a reversible workflow, preserve the source ledger, and ask the accessibility reviewer to record visible continuity before the bounded test.
- 03
Test observable controls for face swapper
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. For a reversible workflow, preserve the decision history, and ask the policy reviewer to record destination fit before the bounded test.
- 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. Before revision, preserve the claim inventory, and ask the delivery owner to record failure conditions before the reversible handoff.
- 05
Approve a reversible production handoff
Before advancing “face swapper”, 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 controlled test, preserve the claim inventory, and ask the channel editor to record reversal cost before the final sign-off.