Rethinking Portfolio Risk: A Taxonomy for Asset Management

ADIA Lab Research Paper Series

Authors: Marcos López de Prado, Frank Fabozzi

Date Published: Forthcoming 2026

We argue that portfolio risk should be classified by six interacting failure mechanisms—statistical, factor, liquidity, model, governance, and decision-infrastructure vulnerabilities—because severe losses typically arise from their compound effects rather than volatility alone.