The AI Playbook / 3 Expert
CURRICULUM · STAGE 3

3 Expert, deeper.

A bounded operator does real recurring work inside enforced limits. This is the builder's track for that stage.

Repository folder for this stage: 3-expert.

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  1. 3 Expert at a glance
  2. Shipping AI to Production
  3. Multi-Agent Orchestration
  4. Drift Detection
  5. AI Incident Response
  6. Adversarial Hardening
  7. Observability at Depth
  8. Cost at Scale
  9. Model Bake-Offs
  10. Fine-Tuning in Practice
  11. Agent Memory
  12. Safety Engineering
  13. Data Engineering for AI
  14. AI User Experience
  15. Stage 3 Systems Glossary
  16. Leading AI Teams
  17. Training-Stack Internals
  18. 17 Custom Model Training
  19. 18 Applied Alignment
  20. 19 Safety Engineering Depth
  21. 20 Red Team Mastery
  22. 21 Evaluation Mastery
  23. 22 Inference Optimization
  24. 23 Open Weights Work
  25. 24 Cross Domain Fluency
  26. 25 Teaching And Writing
  27. Stage 3 Jargon: 100 Terms
  28. The Production AI Organization
  29. Company SLOs and SLAs
  30. Company Safety Program
  31. Red-Team Program
  32. Multi-Region AI Deployment
  33. Privacy and Compliance for AI
  34. AI Vendor Strategy
  35. Cost Governance at Scale
  36. Organization-Wide Observability
  37. The Continuous-Learning Organization
  38. 11 Applied Research Team
  39. 12 Safety Program Mature
  40. 13 Model Training In House
  41. 14 Open Source Strategy
  42. 15 Ai Org Scaling
  43. 16 Regulatory Engagement
  44. 17 External Communication
  45. 18 Partnership Strategy
  46. 3 Expert shared materials
  47. 3 Expert ELI10 companions