# Machine Learning Architecture / Experimentation Speed

> "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.

Record: `tension:experimentation-speed-machine-learning-architecture`
Kind: tension
Canonical: https://banes-lab.com/ontology/schema#tension-experimentation-speed-machine-learning-architecture

## tensions-with

- [Machine Learning Architecture](https://banes-lab.com/records/arch/machine-learning-architecture.md)
- [Experimentation Speed](https://banes-lab.com/records/lex/experimentation-speed.md)