Lifecycle

Presents the lifecycle of a system or model from conception and data collection through training to deployment, monitoring and retirement, as an organizing frame for reading the encyclopedia. Excludes details of data management, which belong to 6.1, deployment and monitoring practices, which belong to 8.6, and engineering operations, which belong to 8.2.

• 6.1 Data Lifecycle
• 8.2 MLOps and LLMOps
• 8.6 Deployment, Monitoring and Drift Detection

• 0.1 Scope and Boundaries of the Encyclopedia
• 0.2 Operational Reference Glossary
• 0.3 Model, System, Service, Product, Agent, Robot, Release and Checkpoint
• 0.4 Actors and Roles
• 0.6 Source Policy and Evidence Hierarchy
• 0.7 Language, Translation and Arabization Policy
• 0.8 Editorial Model, Review and Dispute Resolution
• 0.9 Labelling AI-Generated Content and Editorial Transparency
• 0.10 Guided Paths by Reader Type