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Predicts how news-driven supply-chain shocks ripple across S&P 500 stocks, with an event-study backtest and a hash-chained public prediction ledger. Built on MIT open-source SEC supply-graph code.
An interactive difference-in-differences laboratory: fourteen estimator families scored against a truth that is known by construction, not assumed. Verified to machine precision across Python and JavaScript.