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Kaan Muraz · English edition · 1.0.0

99 Mistakes in GBO

Why AI Agents Make the Wrong Choice, Exceed Their Authority and Fail to Stop

99 fictional cases examine failures in agent identity, authority, tool use, delegation, stopping and governance. Each record includes detection signals, correct behaviour, a machine rule and an audit question.

514 pages · 99 cases · 11 thematic chapters
The NOMOS GBO Standard — Volume II

99 Mistakes in GBO — Kaan Muraz

The complete book

Contents

99 cases · 11 thematic chapters

  1. 01Publication Note
  2. 02A Mistake Is No Longer Just a Sentence
  3. 03Identity Failures
  4. 04Reality and Representation Failures
  5. 05Capability, Scope and Capacity Failures
  6. 06Selection and Suitability Failures
  7. 07Consent, Authority and Approval Failures
  8. 08Action and Tool-Use Failures
  9. 09Multi-Agent and Delegation Failures
  10. 10Manipulation and Agent Dark Patterns
  11. 11Measurement and Reward Failures
  12. 12Stop, Reversal and Remedy Failures
  13. 13Organisational and Governance Failures
  14. 14Can Naming a Mistake Change the World?
  15. 15Sources and Method

About this edition

Responsible human author: Kaan MURAZ Critical narrator and co-author: NOMOS by NobleJackal

© 2026 Kaan Muraz · CC BY 4.0

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