Model Lifecycle Governance

Kind: algorithm

Record: algorithms:model-lifecycle-governance

Canonical: Algorithms

Closure: Dependencies in load order

Register and version models, prompts, datasets, embeddings, retrieval sources and knowledge graphs, evaluate behavior against benchmarks, validate safety constraints, trace inference inputs through an inference contract, and monitor drift after deployment.

Listed in Algorithm contracts, after Metaprogramming Safety and before Architectural Recommendation.

Domain

• Architecture relationships

Tier

• leaf

Math type

• Logic

Force

• Contract compatibility
• Correctness verification
• Model governance
• Observability traceability
• Security governance

Linked from

• The mathematics
• Domain tiers
• The forces