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# sentinelsynth-privacy-preserving-market-
Problem: Institutions require timely, cross-source sentiment and event signals for equity trading, but sharing raw signals, positions, or proprietary models across firms creates IP, compliance, and privacy risks. Current open tools either lack end-to