Research
Research
Short, evidence-based articles on Semantic Governance. No product promotion — only the underlying ideas.
Why AI Amplifies Semantic Drift
Large language models infer meaning from training distributions, not from the organizations that deploy them. Without semantic governance, every AI deployment compounds existing drift.
Published 2026-06-15
Why Glossaries Fail
Business glossaries capture a snapshot of meaning at one moment. They have no concept of context, no history, and no mechanism to distinguish ambiguity from contradiction.
Published 2026-06-15
Ambiguity vs Semantic Drift
Ambiguity is a feature of natural language. Drift is a failure of governance. Conflating the two leads to brittle systems and unnecessary review work.
Published 2026-06-15
Governance vs Documentation
Documentation records what someone wrote down. Governance records who decided what, when, and why. Only governance produces an audit trail.
Published 2026-06-15
Meaning as Enterprise Infrastructure
Identity, payments, and data have all moved from local concerns to shared infrastructure. Meaning is following the same path.
Published 2026-06-15