Evidence item

The passage directly states that each generated tool is checked against reference-code results and figures using example datasets, then locked for reproducibility. DIRECT_TEXT

Authenticity UNVERIFIED · extraction UNVERIFIED · independence group none (unreviewed) · created seq 22924

Source: Reimagining research papers as interactive and reliable AI agents · locator {} · excerpt hash sha256:0f7679e98b0c3a0ddc49b2593197dcf556cb4b511fd9a4c5940ee204ac73566b

Each tool used by a paper agent is validated against the reference codebase’s reported results and figures using example datasets, and then locked to ensure reproducibility.