Integrity report for Synthetic Stimuli, Real Gains: Rethinking VLM Fine-Tuning Through Fully Controlled Data Generation

A machine-verified record of the checks Pith has run against this paper: detector runs, findings, signed bundle events, and canonical identifiers.

arXiv:2511.11440 · pith:2025:A6G7TRL7SKK57KCSH27POC4ETH

0Critical

0Advisory

0Detectors run

—Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/A6G7TRL7SKK57KCSH27POC4ETH/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.