Integrity report for FLUID: From Ephemeral IDs to Multimodal Semantic Codes for Industrial-Scale Livestreaming Recommendation

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

arXiv:2605.21832 · pith:2026:DAOAXU2OTKDSFYMZ2ZYNQX3ZX3

0Critical

0Advisory

6Detectors run

2026-05-26Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_compliance completed v1.0.0 · findings 0 · 2026-05-26 08:43:16.923818+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-26 08:32:55.983113+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-26 08:24:05.163939+00:00

citation_quote_validity completed v0.1.0 · findings 0 · 2026-05-24 03:51:13.642231+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-22 17:25:14.794375+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-22 02:33:39.832203+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/DAOAXU2O/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.