Precision & Grounding
Citations & Grounded Generation
10 min+90 XPStep 1/10
Citations make claims checkable
A generated answer without provenance is an assertion; with citations it's a claim you can audit. The formats matter less than the contract: the model must cite what it used — and only what it used.
Inline markers ([1], [2] after claims) map sentences to source blocks; per-claim attribution asks the model to annotate each assertion with its supporting chunk. The second is more work per answer and exposes exactly which claims are grounded — the unmarked claim is the one to watch.