Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 11:52:20 UTC · snapshot created 2026-10-03 11:53:41 UTC · last check 2026-10-03 12:05:13 UTC

E.13:12 - Consequences

  • FPF can use scores and metrics without making them the object of optimization.
  • Improvement loops gain a simple value-proxy stop condition.
  • Practical payoff claims need at least a small value slice.
  • Some attractive proxy improvements are rejected, split, or lowered.
  • The cost is a small proxy-to-value check whenever a visible measure becomes a target, incentive, gate, release argument, or repair target.