Amazon Kills AI Usage Leaderboard After Workers Game the Metrics
Source: Financial Times
Amazon's shutdown of an internal AI adoption tracker shows the precise failure mode of metrics-driven culture: when tool usage becomes visible and rankable, employees optimize for the metric rather than outcomes, flooding the system with make-work tasks. Adoption dashboards designed to drive compliance often backfire, forcing companies to rely on subtler behavioral nudges or outcome-based measurement instead of public scorecards that invite strategic manipulation.