The Proposal: Why Business Workspaces Need a Semantic Kernel

You cannot govern an AI agent against meaning that was never formally defined.

Every business application defines meaning privately — reconciled N×M times, heuristically, at the edges. AI agents turn that from an inconvenience into a structural failure.