Integrity report for Researchers waste 80% of LLM annotation costs by classifying one text at a time

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

arXiv:2604.03684

Paper page arXiv integrity.json

Detector runs

Findings

Signed record

The machine-readable record for this paper lives at /pith/2604.03684/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.