Reports Layer

Reports are the validation layer of the entire Decision Legitimacy system.

They are not merely documentation. They convert application evidence and observed outcomes into empirical feedback that can confirm, challenge, or invalidate the decision structures used by the system.

Transformation Contract

• What transforms into this layer? Application assumptions, execution records, outcome evidence, exceptions, and observed consequences.
• What does this layer produce? Reviewable findings, validation results, contradictions, failure patterns, and confidence boundaries.
• How does it improve future decisions? It separates supported reasoning from untested claims and identifies specific revisions required upstream.

Closed-Loop Role

• Depends on: Applications with explicit framework rules, authority conditions, execution boundaries, and outcome validation criteria.
• Improves: empirical reliability, falsifiability, error detection, and evidence quality.
• Modifies upstream: Reports directly refine the Framework and feed validated evidence, failed assumptions, and reasoning history into Cognitive Assets.

Reports may also challenge Judgment Authority when outcomes reveal invalid delegation, missing review, or unclear consequence ownership.

Research Whitepapers

Cognitive Assets Whitepaper

A public whitepaper on persistent human-AI cognition, cognitive continuity, and judgment authority.

• Whitepaper overview
• GitHub Release
• Zenodo DOI: 10.5281/zenodo.20232547

Technical Risk Whitepapers

Shopify 3PL Order Routing Risk Whitepaper

• Whitepaper page
• Download PDF

Sample Report Structures

• AI Project Failure Diagnosis Report
• Store Exit Judgment Report

No Layer Is Terminal

A report that only records an outcome is documentation. A system report must alter Cognitive Assets, trigger Framework refinement where needed, and improve subsequent decision cycles.