Develop a research-led persona for [PRODUCT].
1. Exploratory research: summarize what [AVAILABLE EVIDENCE] establishes and where evidence is missing.
2. Persona objective: state the decision or design problem the persona should help address.
3. Information requirements: list the demographic, behavioral, attitudinal, contextual, and journey information needed; omit fields that do not affect the objective.
4. Persona assembly: create the persona using evidence first, then clearly labeled inferences and assumptions.
5. Review: test the persona for contradictions, stereotypes, unsupported precision, and segments that may have been averaged together.
6. Iteration and validation: propose interviews, survey questions, behavioral data, or stakeholder reviews that would confirm or disprove the main assumptions.
Return the persona, evidence map, uncertainty notes, and validation plan for [STAKEHOLDERS].