Snapshots of Artificial Intelligence as a Source of Risk in Asset Management

Quickly apply original, key PMR-published papers with Snapshots—a short article companion that distills PMR research into compressed, digestible takeaways, so you can put the paper’s core ideas to work in your investment process—fast. This Snapshot article is based on research arguing that once AI-extracted features influence capital allocation, measured parties can adapt disclosures to the tool, weakening historical signal reliability and creating technological epistemic risk that standard model validation may not detect.