Library / First Principles Framework (FPF) - Core Conceptual Specification
Jump to passage
In this reading

Link to current text

Published source confirmed at last check

Source changed 2026-10-03 10:39:28 UTC · snapshot created 2026-10-03 10:40:04 UTC · last check 2026-10-03 11:25:15 UTC

E.12:2 - Problem

If the framework’s design prioritizes theoretical purity or formal completeness over cognitive ergonomics, it becomes vulnerable to two critical failure modes:

  1. Goodhart’s Law: When a measure, such as an AssuranceLevel within a declared B.3.3 profile, becomes the primary target, it can cease to indicate the understanding sought. Teams may start “gaming the metrics,” producing assurance-bearing epistemes or publications that satisfy the visible criteria but remain conceptually shallow or pragmatically useless.
  2. Cognitive Overload & Rejection: The framework becomes so dense, jargon-laden, and procedurally complex that its users—the very agents it is meant to serve—either burn out or abandon it in favor of simpler, albeit less rigorous, methods. Certification procedures can consume effort without helping users understand or decide the matter at hand.