Adaboost

CortexOS uses Claude Opus 4.6 to extract verifiable claims from financial analyst videos and test them against real market data — amplifying professional judgment, not replacing it. When a YouTube interview is ingested, Opus distinguishes testable predictions from opinion and routes claims through verification. An ExternalDataAgent retrieves 63K minute-level ETH/USD bars from MongoDB and computes realized returns — every number traces to a database row. The system catches what humans can't at scale: cross-speaker conflicts, self-contradictions (same analyst citing gold at $22T then $41T), and data contradictions (bullish "violent repricing" narrative vs. actual 31% decline). Speaker Scorecards grade analysts A–F on accuracy. Seventeen auto-discovered agents handle transcription, claim extraction, and market verification in parallel. CortexOS presents evidence, not conclusions — the professional decides what matters.