4.6.4 Determinism & auditability

To keep AI trust measurable:

• inference code paths are explicit (MODEL_IMPL=onnx, model path pinned),

• the model can be versioned and replaced with a controlled deployment process,

• the system can emit traceable metadata (/info runtime, providers, threading),

• responses can include explanations (where supported), helping interpretability.