Explainability / Model Complexity
Kind: tension
Record: tension:explainability-model-complexity
Canonical: Schema
"explainability" (correctness-core layer) is traded against "Model Complexity" (correctness-core layer) — a principle cannot be scope-separated from a quality, metric, or cost it competes with; resolve by measuring "Model Complexity" and choosing an explicit operating point.
Listed in Tensions, after Knowledge Graphs / Curation Cost and before Model Safety / Capability/Utility.