Invest in domain DSL, compiler, coordinate and link types, reproducible transforms

Human keeps scientific interpretation and misleading-but-legal review

Invest in semantic models, verified queries, permissions, source metadata, native editing

Human keeps metric ownership, source validation, and consequential interpretation

Invest in visible transformed data, direct encodings, short NL transforms, branches, reversion

Human keeps question choice, correction, and stopping judgment

Invest in chart contract, evidence custody, denominators, final-context inspection, accessibility

Human keeps claim, audience, integrity, acceptance, and publication

Invest in versioned retrieval, specs, running app, action coverage, console/network receipts

Human keeps acceptance against the task and uncovered interaction risk

Invest in thin renderer adapter and reversible output when data and intent are simple

Human keeps awareness of what was rendered and what was never validated