Paper Citation Record · LEDGER

When Are Reasoning-Based Guardrails Not Efficient? ResponseGuard: A Fast Vision-Language Guard for Real-Time Moderation

As of 8 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2607.21401.

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

pith.paper-citation-record.v1
2607.21401 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T07:36:57.727029Z

measured 13 of 13 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

13 of 13 outbound references displayed

verified exact0
verified fuzzy0
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eef59a7f-3937-4d71-a4f2-47736b47e2bf · outbound

This paper cites AEGIS: Online Adaptive AI Content Safety Moderation with Ensemble of LLM Experts.

When Are Reasoning-Based Guardrails Not Efficient? ResponseGuard: A Fast Vision-Language Guard for Real-Time Moderation AEGIS: Online Adaptive AI Content Safety Moderation with Ensemble of LLM Experts

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T07:36:56.254253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8ebe0b0-e4b3-4417-a116-328486aa2b60 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

When Are Reasoning-Based Guardrails Not Efficient? ResponseGuard: A Fast Vision-Language Guard for Real-Time Moderation LoRA: Low-Rank Adaptation of Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T07:36:56.312641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c086e18-a6dc-47b2-9225-f3e6b9a272c4 · outbound

This paper cites Qwen3-VL-Embedding and Qwen3-VL-Reranker: A Unified Framework for State-of-the-Art Multimodal Retrieval and Ranking.

When Are Reasoning-Based Guardrails Not Efficient? ResponseGuard: A Fast Vision-Language Guard for Real-Time Moderation Qwen3-VL-Embedding and Qwen3-VL-Reranker: A Unified Framework for State-of-the-Art Multimodal Retrieval and Ranking

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T07:36:56.423326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92e9a981-44e5-4d27-81e1-40f122f2ee16 · outbound

This paper cites SmolVLM: Redefining small and efficient multimodal models.

When Are Reasoning-Based Guardrails Not Efficient? ResponseGuard: A Fast Vision-Language Guard for Real-Time Moderation SmolVLM: Redefining small and efficient multimodal models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T07:36:56.677967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8654480-6b62-468c-82fd-1352e16c5586 · outbound

This paper cites Röttger, P.; et al.

When Are Reasoning-Based Guardrails Not Efficient? ResponseGuard: A Fast Vision-Language Guard for Real-Time Moderation Röttger, P.; et al

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T07:36:57.173973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de5d1029-a594-4099-9572-6fac448008ec · outbound

This paper cites Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models.

When Are Reasoning-Based Guardrails Not Efficient? ResponseGuard: A Fast Vision-Language Guard for Real-Time Moderation Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T07:36:57.298557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 431a847b-be93-46c0-b3b2-f91be2408787 · outbound

This paper cites SimpleSafetyTests: a Test Suite for Identifying Critical Safety Risks in Large Language Models.

When Are Reasoning-Based Guardrails Not Efficient? ResponseGuard: A Fast Vision-Language Guard for Real-Time Moderation SimpleSafetyTests: a Test Suite for Identifying Critical Safety Risks in Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T07:36:57.443689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61ec8934-93db-40e0-bf65-3a98a7955585 · outbound

This paper cites SentGuard: Sentence-Level Streaming Guardrails for Large Language Models.

When Are Reasoning-Based Guardrails Not Efficient? ResponseGuard: A Fast Vision-Language Guard for Real-Time Moderation SentGuard: Sentence-Level Streaming Guardrails for Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T07:36:57.627890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1f5fb41-b8fa-4e59-8cf2-210c92a0e195 · outbound

This paper cites SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Model.

When Are Reasoning-Based Guardrails Not Efficient? ResponseGuard: A Fast Vision-Language Guard for Real-Time Moderation SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Model

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T07:36:57.727029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01faf19a-99ae-405c-b994-ffc1a7438055 · outbound

This paper cites InProceedings of AAAI.

When Are Reasoning-Based Guardrails Not Efficient? ResponseGuard: A Fast Vision-Language Guard for Real-Time Moderation InProceedings of AAAI

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T07:36:56.816342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88504edd-9fff-482e-ba81-12a809bf8798 · outbound

This paper cites Llama Guard 3 Vision: Safeguarding Human-AI Image Understanding Conversations.

When Are Reasoning-Based Guardrails Not Efficient? ResponseGuard: A Fast Vision-Language Guard for Real-Time Moderation Llama Guard 3 Vision: Safeguarding Human-AI Image Understanding Conversations

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T07:36:56.205558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93163f59-e7e5-4d6c-80d5-bea7728834d4 · outbound

This paper cites Qwen2.5-VL Technical Report.

When Are Reasoning-Based Guardrails Not Efficient? ResponseGuard: A Fast Vision-Language Guard for Real-Time Moderation Qwen2.5-VL Technical Report

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T07:36:56.136105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4b8ef12-cb66-4158-abf2-f43c10223e6f · outbound

This paper cites Do Safety Guardrails Need to Reason? LeanGuard: A Fast and Light Approach for Robust Moderation.

When Are Reasoning-Based Guardrails Not Efficient? ResponseGuard: A Fast Vision-Language Guard for Real-Time Moderation Do Safety Guardrails Need to Reason? LeanGuard: A Fast and Light Approach for Robust Moderation

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-01T07:36:57.012803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.