pith. sign in

Integrity report for Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages

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

arXiv:2605.28213 · pith:2026:X6WR7TXXJVLU5GWJJ6NDNE3MT4

0Critical
0Advisory
2Detectors run
2026-05-28Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-05-28 01:44:41.700902+00:00
ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-28 01:34:18.897278+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/X6WR7TXX/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.