The draft articles were audited and revised to resolve issues identified in the QA pass. Revisions included:

- Ensuring all direct quotes and attributions match transcript speakers and first references.
- Avoiding inferred roles when not stated in transcript (used generic labels where needed).
- Marking claims that require external verification (global victim counts, insurance rate percentages) as needing outside fact‑check and labeling them "unresolved in hearing."
- Explicitly stating when vote tallies or certain numerical details were not specified in the transcript rather than inventing counts.

No substantive factual assertions were added beyond what the transcript supports. The four final articles above reflect these corrections.