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 folders in this stage: level-3-advanced, level-4-professional.

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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. The Production AI Organization
  17. Company SLOs and SLAs
  18. Company Safety Program
  19. Red-Team Program
  20. Multi-Region AI Deployment
  21. Privacy and Compliance for AI
  22. AI Vendor Strategy
  23. Cost Governance at Scale
  24. Organization-Wide Observability
  25. The Continuous-Learning Organization
  26. 3 Expert shared materials
  27. 3 Expert ELI10 companions
  28. 3 Expert at a glance
  29. Leading AI Teams
  30. Training-Stack Internals
  31. 03 Custom Model Training
  32. 04 Applied Alignment
  33. 05 Safety Engineering Depth
  34. 06 Red Team Mastery
  35. 07 Evaluation Mastery
  36. 08 Inference Optimization
  37. 09 Open Weights Work
  38. 10 Cross Domain Fluency
  39. 11 Teaching And Writing
  40. Stage 3 Jargon: 100 Terms
  41. 01 Applied Research Team
  42. 02 Safety Program Mature
  43. 03 Model Training In House
  44. 04 Open Source Strategy
  45. 05 Ai Org Scaling
  46. 06 Regulatory Engagement
  47. 07 External Communication
  48. 08 Partnership Strategy
  49. 3 Expert shared materials
  50. 3 Expert ELI10 companions