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STRUCTURE HIDES IN PLAIN SIGHT. WE SEE IT.

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Seed-stage opportunity: Build the AI-native proprietary trading firm that sees what statistics miss.

Timing is perfect:

Patterns validated across multiple regimes.

GPU inference crossed the threshold.

Legacy quants can't retrofit decades of code.

Capital cannot compress 20,000 hours.

24 months to operational independence.