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Book

Emotional Engineering for AI-Oriented Infrastructure Operators

Trust, agency and ethical adoption in systems that act

The book expands the commissioned emotions document into a broader guide for AI-infrastructure operators. It treats AFGR as an operator heuristic, not a validated universal psychological sequence. Research, proposed practices, illustrative examples and STPI operating observations are distinguished. No invented author biography, endorsements, customer outcomes or interviews are claimed.

Contents

  1. Infrastructure has an emotional interface
  2. Trust is a calibration problem
  3. Agency is a system property
  4. Evidence before emotional intensity
  5. Anger without humiliation
  6. Fear without coercion
  7. Ambition without fantasy
  8. Relief that survives contact with production
  9. Beyond a fixed sequence
  10. Discovery is research, not extraction
  11. Demonstration as a controlled experiment
  12. Objections are information
  13. Follow-up without pursuit
  14. The decision brief
  15. Design the control plane for humans
  16. The emotional economics of quotas
  17. Recovery is part of the promise
  18. Privacy and retention without mythology
  19. Human approval that means something
  20. Measure the journey, not a mood
  21. STPI as a bounded case study
  22. Transfer the method beyond STPI
  23. Build the operating culture
  24. A ninety-day implementation programme
  25. Operator workbook · From argument to inspectable practice
  26. Annotated script transformations · Preserve the force, repair the claim
  27. Glossary and reading guide
  28. Annotated references and evidence boundaries