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Kaan Muraz · English edition · 1.0.0

NOMOS GBO Audit Protocol

How Do We Prove That an AI Agent Acts Correctly, Stays Within Its Authority and Can Be Stopped?

A complete protocol for proving how an AI agent behaved, which authority applied, what evidence supports the judgement and whether stopping and recovery worked.

566 pages · 17 sections · 19 tables · 59 canonical code records
NOMOS GBO Standard — Volume III

NOMOS GBO Audit Protocol — Kaan Muraz

The complete book

Contents

17 sections · 19 tables · 59 canonical code records

  1. 01Protocol and Publication Note
  2. 02Prologue · An Audit Is Not a Demo
  3. 03What Does a GBO Audit Prove?
  4. 04Audit Authority, Independence and Scope
  5. 05Behaviour Map: People, Agents, Tools and Authority
  6. 06Canonical Facts and the Evidence Chain
  7. 07GBO-99 Risk Map and Veto Gates
  8. 08Scenario Registry and Behavioural Ground Truth
  9. 09Positive, Negative, Uncertainty and Counterfactual Tests
  10. 10Multi-Agent, Delegation and Tool-Chain Tests
  11. 11Manipulation, Agent Dark Patterns and External Instruction Attacks
  12. 12Stopping, Reversal, Appeals and Redress Drill
  13. 13Measurement Profile, Critical Violations and Audit Judgement
  14. 14Findings, Remediation and Retesting
  15. 15Public Statement, Validity Period and Continuous Auditing
  16. 16Epilogue · Trust Is Not a Badge
  17. 17Glossary and Record Map
  18. 18References

About this edition

Kaan MURAZ NOMOS by NobleJackal

© 2026 Kaan Muraz

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