When AI Forgets What It Knows: Semantic Collapse, the Intelligence Manifold, and the Case for Architectural Governance | Pythagorithm™

Stanford's RegLab proved legal AI tools hallucinate 17–33% of the time. The failures aren't random — they're structural. A new architecture called the Intelligence Manifold explains why RAG fails, and why runtime governance is the missing layer both architectures need.