# Artificial Intelligence Architecture

Record: `arch:artificial-intelligence-architecture`
Kind: model
Layer: [Correctness Core](https://banes-lab.com/records/layer/correctness-core.md)
Severity: contextual/mandatory for model-backed systems
Scope: model-backed system, application, platform
Canonical: https://banes-lab.com/ontology#arch-artificial-intelligence-architecture

## Repair

- Refactored by: Add Evaluation Harness, Add Model Boundary, Add Guardrails
- Detected by: model calls without tests, [logging](https://banes-lab.com/records/arch/logging.md), [fallback](https://banes-lab.com/records/lex/fallback.md), [policy](https://banes-lab.com/records/lex/policy.md)
- Violated by: model behavior integrated without evaluation/governance
- Measured by: model quality/safety/evaluation coverage
- Enforced by: model governance gates

## requires

- [Model Governance](https://banes-lab.com/records/arch/model-governance.md)
- [Data/Model Boundaries](https://banes-lab.com/records/lex/data-model-boundaries.md)

## reinforces

- [Model Evaluation](https://banes-lab.com/records/arch/model-evaluation.md)
- [Model Safety](https://banes-lab.com/records/arch/model-safety.md)

## enables

- [Model-Integrated Systems](https://banes-lab.com/records/lex/model-integrated-systems.md)

## conflicts-with

- [Opaque Ungoverned Model Use](https://banes-lab.com/records/lex/opaque-ungoverned-model-use.md)

## tensions-with

- [Determinism](https://banes-lab.com/records/arch/determinism.md)
- [Explainability](https://banes-lab.com/records/arch/explainability.md)

## tensions

- [Artificial Intelligence Architecture Determinism](https://banes-lab.com/records/tension/artificial-intelligence-architecture-determinism.md)
- [Artificial Intelligence Architecture Explainability](https://banes-lab.com/records/tension/artificial-intelligence-architecture-explainability.md)

## referenced-by

- [Model Inference](https://banes-lab.com/records/arch/model-inference.md)