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11 items in Generative AI
Generative AI is in production in R&D wherever three conditions hold: the output is independently checkable, the domain has deep structured data, and a human or physical validation step sits between model and consequence. Eleven use cases meet that bar today — anchored by peer-reviewed results like AlphaFold and GNoME, not vendor decks — and the rest are still pilots.
From PRD drafting to competitive teardowns, Generative AI is reshaping how product managers work. This listicle ranks 10 high-value workflows by maturity and adoption readiness, with selection criteria and a comparison matrix to guide your evaluation.