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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

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Lei Qu

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#artificial intelligence Preprint Open access Sep 2026

From Ideas to Actions: A Public-Data Decision-Support Toolchain Across the Venture Lifecycle

Founders face two linked decisions: whether to pursue an idea before founding, and which operating actions and capital partners fit afterward. We present a public-data decision-support toolchain combining time-bounded proposal profiling, market and moat checks, and deterministic aggregation with auditable investor-comp...

Lei Qu · 0 citations

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