When Apparatus Sharpens Taxonomy: What Implementation Granularity Reveals About Type A, B, and C Failures

cafebedouin@gmail.com --- Abstract The trifurcation framework classifies reasoning failures into three operationally distinct types: Type A (drift across reasoning stages), Type B (axiomatic inconsistency), and Type C (indexical underspecification). The taxonomy was originally diagnostic: each type has a corresponding repair (frame-fix, axiom-revise, index-specify), and the diagnostic move is to identify which repair the failure calls … Continue reading When Apparatus Sharpens Taxonomy: What Implementation Granularity Reveals About Type A, B, and C Failures

The Illusion of Knowing: How Familiarity Masks the Opacity of Others

We mistake prediction for understanding. In long-term relationships—romantic partnerships, friendships, family bonds—we develop the capacity to anticipate behavior with remarkable accuracy. We know what our partner will order at a restaurant, how our friend will react to bad news, which topics will trigger our sibling's defensiveness. This predictive skill creates a powerful illusion: that we … Continue reading The Illusion of Knowing: How Familiarity Masks the Opacity of Others