Integrity report for Same Signal, Opposite Meaning: Direction-Informed Adaptive Learning for LLM Agents

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

arXiv:2605.06908

0Critical

0Advisory

4Detectors run

2026-05-20Last checked

Paper page arXiv integrity.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-05-20 11:42:03.540995+00:00

ai_meta_artifact completed v1.0.0 · findings 0 · 2026-05-20 06:40:20.915365+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-19 17:31:19.424530+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-19 12:15:13.844727+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/2605.06908/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.