Forecast accuracy & calibration

A forecast you can't check is just an opinion. We validate the AI-Risk Index against AI-attributed layoffs (the evidence layer) and job-posting declines (the demand radar), and publish a Brier-style accuracy score once two quarterly snapshots exist. Methodology: /methodology. Changelog: /changelog.