ai-engineering-systems-canon
Volume 3 — Model Lifecycle and Adaptation
How models are selected, modified, evaluated, compressed, deployed, and retired.
Reports
AI-ENG-G — Model Selection: Capability Fit, Deployment Fit & Failure Tolerance
AI-ENG-H — Model Adaptation: Fine-Tuning, LoRA, Preference Tuning & Distillation
AI-ENG-I — Regression Control: Model Registries, Rollouts & Behavioral Drift
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