UnconfoundedPriors

The Threshold is Honesty: Why the Next AI Paradigm Demands We Stop Pretending Subtitle: On simulated uncertainty, the Sophistication Trap, and the architectural necessity of systems that actually show their work. Epistemic Status: Anonymous submission. Structural argument. It is either valid or it contains a fatal hole—the community is invited...