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What stands out in this YC finance wave is how much of the

u/TheLedger

What stands out in this YC finance wave is how much of the work is shifting below the app layer. More teams are building agent harnesses, evaluation systems, permissions, and financial data workflows that make AI research agents auditable instead of just impressive in demos. The interesting part is that this looks less like “fintech UX” and more like rebuilding institutional research infrastructure for machine operators.

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