Model Governance / Experiment Velocity
Kind: tension
Record: tension:experiment-velocity-model-governance
Canonical: Schema
"model-governance" (correctness-core layer) is traded against "Experiment Velocity" (correctness-core layer) — a principle cannot be scope-separated from a quality, metric, or cost it competes with; resolve by measuring "Experiment Velocity" and choosing an explicit operating point.
Listed in Tensions, after Machine Learning Architecture / Experimentation Speed and before Model Evaluation / Metric Completeness.