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AI-First Product Manager skills: synthetic personas, persona interviews (exploration and validation), insight extraction, persona critique panels, and exposure plans.

frame-opportunity

Frame an opportunity — a problem for a segment, backed by signals — before any solution is chosen. Evidence-grounded questioning, one question at a time; unknowns become beliefs, and the output is a research agenda, not a feature

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