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Paper Citation Record · LEDGER

GuardReasoner-Omni: A Reasoning-based Multi-modal Guardrail for Text, Image, Video, and Audio

As of 8 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 1 inbound Pith citation observation for arXiv:2602.03328.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2602.03328 v2

Coverage vector

measured 4 of 4 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T05:07:09.477369Z

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-20T14:03:56.859481Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-20T14:08:21.164083Z

Reference resolution

4 of 4 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 35db1525-7155-47e0-9ca4-3ac1bf0c7fa9 · outbound

This paper cites A Holistic Approach to Undesired Content Detection in the Real World.

GuardReasoner-Omni: A Reasoning-based Multi-modal Guardrail for Text, Image, Video, and Audio A Holistic Approach to Undesired Content Detection in the Real World

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-03T05:07:09.386730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T05:07:09.386730Z digest=sha256:631055fc92173f2ee04c087c639221b3f5a66108dbe7384c3e41b3b96a6b1529

Observation fe7c1cb3-98e9-4202-af1b-118f250474bf · outbound

This paper cites ToxicChat: Unveiling Hidden Challenges of Toxicity Detection in Real-World User-AI Conversation.

GuardReasoner-Omni: A Reasoning-based Multi-modal Guardrail for Text, Image, Video, and Audio ToxicChat: Unveiling Hidden Challenges of Toxicity Detection in Real-World User-AI Conversation

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-03T05:07:09.235559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T05:07:09.235559Z digest=sha256:ac90c3d8529d83de6d4b2391fc5c8dea4fccedd85acd4525aa0ddc2925befde2

Observation 2fc79ca0-4b2b-4184-866c-c1ca7278ca53 · outbound

This paper cites XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models.

GuardReasoner-Omni: A Reasoning-based Multi-modal Guardrail for Text, Image, Video, and Audio XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-03T05:07:09.477369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T05:07:09.477369Z digest=sha256:8b849ca4bffd59884e90573751ab36130c8c48e6bc62d24874d8bb94e202612f

Observation 6c121afe-6766-490b-a0f9-3af68536ad04 · outbound

This paper cites PolyGuard: A Multilingual Safety Moderation Tool for 17 Languages.

GuardReasoner-Omni: A Reasoning-based Multi-modal Guardrail for Text, Image, Video, and Audio PolyGuard: A Multilingual Safety Moderation Tool for 17 Languages

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-03T05:07:09.148505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T05:07:09.148505Z digest=sha256:78016d5769f088ae9f22ec90daa2433ef268aa2bc8cc1ac910f120f9133d7828

Pith citing papers

Observation b122a1c8-6474-4b54-9d3c-db95350c3dd1 · inbound

SafeLens: Deliberate and Efficient Video Guardrails with Fast-and-Slow Screening cites this paper.

SafeLens: Deliberate and Efficient Video Guardrails with Fast-and-Slow Screening GuardReasoner-Omni: A Reasoning-based Multi-modal Guardrail for Text, Image, Video, and Audio

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-28T02:04:45.823380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T14:03:56.859481Z digest=sha256:7dd9c671ff400a927f98f3a97aa79daca32ea658095258deac71633f8d746c95