ClaimWriter cuts deep research hallucination up to 4.5×
Faithfulness can be fixed at the drafting stage rather than by better retrieval — the writer, not the search, is where most hallucinations enter. Teams building deep research pipelines can plug ClaimWriter into existing frameworks and audit outputs with ClaimProbe using the released code. The benchmark offers a reproducible baseline for measuring claim-level grounding across competing agent stacks.
