Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T19:25:10.042182Z
Paper Citation Record · LEDGER
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations
As of 13 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 6 inbound Pith citation observations for arXiv:2412.06878.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-12T14:01:41.294275Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-18T03:42:22.264740Z
Reference resolution
22 of 22 outbound references displayed
- verified exact0
- verified fuzzy7
- unresolved13
- parse uncertain0
- malformed identifier2
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation e32b7cf4-091c-4528-8963-f0fd84293726 · outbound
This paper cites C1(Sexual Content).
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations C1(Sexual Content)
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:25:10.292737Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 81c71062-eece-433e-9461-bb37b2d5393a · outbound
This paper cites an unresolved cited work.
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:25:10.231753Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation dca943da-2fc8-4b31-8cc9-caad475221ff · outbound
This paper cites • Include detailed feedback explaining why the consensus was not reached and how the proposal can be improved in the next iteration.
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations • Include detailed feedback explaining why the consensus was not reached and how the proposal can be improved in the next iteration
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:25:10.183470Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 194c4a08-0cf6-48ec-9a71-480526421928 · outbound
This paper cites Table 6: We study the individual contribution of each module and different pruning ratios (PR) on the overall performance of S AFE WATCH.
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations Table 6: We study the individual contribution of each module and different pruning ratios (PR) on the overall performance of S AFE WATCH
Reference 5
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-11T19:25:10.315144Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 717f29eb-0873-403b-a957-b0be6e06a039 · outbound
This paper cites an unresolved cited work.
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:25:10.303054Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation fa01ff07-cdf0-4b20-93a7-8c6a97c1ab1b · outbound
This paper cites C1(Sexual Content).
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations C1(Sexual Content)
Reference 8
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-11T19:25:10.282588Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6a352f8c-74d5-4d0a-9606-5c594dbbfafb · outbound
This paper cites Begin with ”DESCRIP- TION:”.
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations Begin with ”DESCRIP- TION:”
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:25:10.272221Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 58a24bd4-0243-4b07-9a0d-5b6f5622805f · outbound
This paper cites C1(Sexual Content).
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations C1(Sexual Content)
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:25:10.262860Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 765fcd9e-51e6-46ed-a882-4a692930d083 · outbound
This paper cites an unresolved cited work.
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:25:10.252993Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 743a7b35-f4f8-4314-bff3-7525a4da5b91 · outbound
This paper cites If you oppose, suggest an updated guardrail label in JSON format.
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations If you oppose, suggest an updated guardrail label in JSON format
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:25:10.242526Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3cdf5889-ead3-4c80-ad0a-bd5b679d1057 · outbound
This paper cites an unresolved cited work.
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:25:10.220264Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 40fd99b1-d451-4a8c-8cff-02f474c56525 · outbound
This paper cites an unresolved cited work.
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:25:10.207830Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0bc01150-bf55-477f-8ae7-d948db7a2fb3 · outbound
This paper cites an unresolved cited work.
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:25:10.195771Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation db3714d7-efc3-4888-8fb0-818c5e24f1ee · outbound
This paper cites • Provide the final guardrail annotations in the same JSON format, begin- ning with ”GUARDRAIL:”.
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations • Provide the final guardrail annotations in the same JSON format, begin- ning with ”GUARDRAIL:”
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:25:10.170564Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e3896af9-1b25-48e5-866b-9ef515b81459 · outbound
This paper cites Your feedback should begin with ”FEEDBACK:” and be clear and actionable.
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations Your feedback should begin with ”FEEDBACK:” and be clear and actionable
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T19:25:10.158310Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3df34293-87d6-4e87-9376-12e50ca4a553 · outbound
This paper cites an unresolved cited work.
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:25:10.144238Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 554e7afe-fe4e-40d2-8ea0-e8e7caeca3a0 · outbound
This paper cites an unresolved cited work.
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:25:10.133769Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1421ecfb-4b5f-4713-90e3-94162e4793be · outbound
This paper cites an unresolved cited work.
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:25:10.122727Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 50c95e17-d71a-4133-89a3-0c9d5b7e2cef · outbound
This paper cites an unresolved cited work.
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T19:25:10.111471Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 29544bfb-b7b5-4dfe-ab25-6dcb02bb6629 · outbound
This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:25:09.960658Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9b228b2-6c0a-4ad0-be1a-d02371d1abe8 · outbound
This paper cites The Llama 3 Herd of Models.
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations The Llama 3 Herd of Models
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:25:09.951901Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 746bf7ea-8748-4fce-a6ea-49ff3ff15e1d · outbound
This paper cites Movie Gen: A Cast of Media Foundation Models.
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations Movie Gen: A Cast of Media Foundation Models
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:25:09.956320Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation f4278dc2-595c-4181-907f-bc7cc3dd9d22 · inbound
GRAPE: Generalizing Robot Policy via Preference Alignment cites this paper.
GRAPE: Generalizing Robot Policy via Preference Alignment SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:23:15.592856Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6244ab2f-b6b6-4069-a198-a47a7d4a8d81 · inbound
Beyond Reward Hacking: Causal Rewards for Large Language Model Alignment cites this paper.
Beyond Reward Hacking: Causal Rewards for Large Language Model Alignment SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T19:55:50.524544Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 917f89f4-882a-45ec-a744-7aa881cfadb9 · inbound
SENTINEL: A Multi-Level Formal Framework for Safety Evaluation of Foundation Model-based Embodied Agents cites this paper.
SENTINEL: A Multi-Level Formal Framework for Safety Evaluation of Foundation Model-based Embodied Agents SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T09:52:17.496908Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cfe9d03b-0e7a-445d-9514-8748e2a64751 · inbound
Agentic AI Security: Threats, Defenses, Evaluation, and Open Challenges cites this paper.
Agentic AI Security: Threats, Defenses, Evaluation, and Open Challenges SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations
Reference 210
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T03:42:22.267686Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1407abb0-8536-4f40-8fb5-17f449c997e6 · inbound
TrajShield: Trajectory-Level Safety Mediation for Defending Text-to-Video Models Against Jailbreak Attacks cites this paper.
TrajShield: Trajectory-Level Safety Mediation for Defending Text-to-Video Models Against Jailbreak Attacks SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T05:55:29.290098Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1b194c8a-90e4-44d1-8fbb-0dd988a485f4 · inbound
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense cites this paper.
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:01:41.294275Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.