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Business. Pilot partnerships in pharma, finance, and consumer AI.

Research. 40 prospective predictions (P-tier) need lab validation; 11 are committed as separating tests (commitments, not results — 8 still lack a numeric threshold). Collaboration welcome.

Investment. Deployed product, validated technology, multiple verticals.