When everyone has AI and the company still learns nothing
Summary
The article argues that AI adoption in organizations often fails to translate into organizational learning. It introduces concepts like Agent Operations, Loop Intelligence, and Agent Capabilities, and proposes a Loop Intelligence Hub as a practical feedback mechanism to convert signals from real work into reusable learning and governance. It also warns against surveillance concerns and emphasizes learning velocity over token spending.