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An audit-only framework for AI decision systems (ΔX > 0)

Most AI frameworks prescribe behavior.

This one does not.

This project introduces a strictly audit-only framework for AI and human decision systems.
It provides no recommendations, no optimization targets, and no behavioral guidance.

The goal is structural verifiability.

Core principles:

  • Non-normative, audit-only (no prescriptions)
  • No narrative or psychological layer
  • Deterministic structure
  • Measurable deltas (ΔX > 0) instead of subjective scoring
  • Post-hoc verifiability by third parties

This is not a standard, a manifesto, or a governance proposal.
It either holds structurally, or it fails.

Open, versioned corpus:
https://osf.io/ub5f4

Technical feedback is welcome, especially on:

  • formal consistency
  • failure modes
  • reproducibility limits

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