- 01
Define the workflow learning job
Treat “extrapolate picture” as a search job to investigate, not as proof that a SEELE feature exists. First turn the query into a repeatable sequence with explicit inputs, review points, and a reversible handoff. 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. At handoff, preserve the evidence table, and ask the policy reviewer to record format readiness before the fallback decision.
- 02
Prepare inputs for visual creation tools
For this topic, assemble a clear creative job, authorized references, required controls, reviewer expectations, budget context, and delivery format. 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. At handoff, preserve the review copy, and ask the policy reviewer to record identity consent before the fallback decision.
- Confirm ownership, consent, and allowed reuse At the next gate, preserve the delivery checklist, and ask the source custodian to record visible continuity before the fallback decision.
- Preserve an untouched source and version history At the next gate, preserve the reference set, and ask the production lead to record input provenance before the fallback decision.
- Name the reviewer and acceptance condition At the next gate, preserve the claim inventory, and ask the delivery owner to record source fidelity before the fallback decision.
- 03
Test observable controls for extrapolate picture
A bounded evaluation should inspect input support, controllability, source fidelity, revision behavior, governance, collaboration, and handoff readiness. 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. At the next gate, preserve the rights memo, and ask the production lead to record destination fit before the acceptance review.
- 04
Review evidence, safety, and policy boundaries
Third-party names, pricing, features, access, and specifications require current dated first-party verification. Use only authorized media, separate observed behavior from marketing language, and check current first-party documentation for any product-specific claim. 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 moving on, preserve the rights memo, and ask the factual editor to record format readiness before the workflow transfer.
- 05
Approve a reversible production handoff
Before advancing “extrapolate picture”, use a matched test asset, record the date and account context, separate observations from claims, and document tradeoffs. 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 this checkpoint, preserve the rights memo, and ask the continuity editor to record destination fit before the controlled revision.