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Integrity report for Strong Teacher Not Needed? On Distillation in LLM Pretraining

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

arXiv:2605.23857 · pith:2026:C7FM2EQTTAYNQS3IEO4XTRCFTB

0Critical
0Advisory
8Detectors run
2026-05-27Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-05-27 07:04:22.981106+00:00
doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-27 05:03:10.496543+00:00
doi_compliance completed v1.0.0 · findings 0 · 2026-05-27 04:52:58.564873+00:00
external_links completed v1.0.0 · findings 0 · 2026-05-25 17:34:31.656216+00:00
shingle_duplication completed v0.1.0 · findings 0 · 2026-05-25 05:51:58.668252+00:00
citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-25 03:51:31.203151+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-25 02:53:12.483091+00:00
ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-25 02:34:20.135344+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/C7FM2EQT/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.