Machine Learning Architecture / Experimentation Speed
Kind: tension
Record: tension:experimentation-speed-machine-learning-architecture
Canonical: Schema
"machine-learning-architecture" (correctness-core layer) is traded against "Experimentation Speed" (correctness-core layer) — a principle cannot be scope-separated from a quality, metric, or cost it competes with; resolve by measuring "Experimentation Speed" and choosing an explicit operating point.
Listed in Tensions, after Artificial Intelligence Architecture / Explainability and before Model Governance / Experiment Velocity.