The next enterprise AI breakthrough will look obvious in retrospect

I’ve spent the last several months writing about what I believe is the central problem in enterprise AI . Across a series of articles, I argued that large language models were never designed to run companies . Companies operate through memory, context, state, constraints, permissions, incentives, workflows, and feedback loops .