{"as_of":"2026-08-08T03:39:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:23de2fc1d55ff6015d0207c6342650d75b5e4c21a2588c57b341b5b17d26bc5f","coverage":[{"denominator":55,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":55,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T15:43:30.875455Z","state":"measured"},{"denominator":56,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":56,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-05T10:39:06.973029Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.14035","snapshot_observed_at":"2026-08-05T10:39:06.973029Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2509.03871","last_updated":"2025-09-04T04:12:31Z","snapshot_observed_at":"2026-08-06T11:50:02.157285Z","submitted_at":"2025-09-04T04:12:31Z","title":"A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models","version":1},"reference_index":132,"source":"pdf_text","source_observed_at":"2026-08-05T10:39:06.973029Z"},"links":{"cited_paper":"/paper/2505.14035","citing_paper":"/paper/2509.03871"},"observation_digest":"sha256:f45ba4c580c7a7b91622b928604390beece4b3f355557364e2c703f0d2abbd31","observation_id":"6d1e7ba7-cad4-4879-9ad8-731b0aedec7d","resolution":{"observed_at":"2026-08-05T10:39:06.973029Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2505.14035/citation-record","integrity":"/paper/2505.14035/integrity","json":"/paper/2505.14035/citation-record.json","paper":"/paper/2505.14035"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:36.284506Z","title":null,"venue":null,"work_id":"eb970f44-f211-4274-8421-301dd85269a5","year":null},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:20.764749Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:a1b2ab66b2dc6cd3f9baece43a58795403f650ac2824c3d2498ee14fb39a39dd","observation_id":"aa3b085a-14e1-4f96-b4d2-4f71b98b07de","resolution":{"observed_at":"2026-08-07T15:43:36.416860Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:36.124832Z","title":null,"venue":null,"work_id":"f84a4dc1-c8f3-41ea-a46e-0752e5679d83","year":null},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:20.870114Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:fd3a48f21a5a65b36ce98f8287140215174d16c75f75b495508ce027f93827e0","observation_id":"b4127d86-3fd7-4d92-93cc-d17579f3350a","resolution":{"observed_at":"2026-08-07T15:43:36.232818Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:20.984807Z","title":"2024.Claude 3.5 Sonnet","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:20.984807Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:c8926772762886879b7eefef0b21639a310e112018656d80edafc04991c8decb","observation_id":"d0920203-1927-4f00-90b5-ecc1294bc3bf","resolution":{"observed_at":"2026-08-07T15:43:20.984807Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:35.896957Z","title":null,"venue":null,"work_id":"6a739dcb-d621-4385-840a-2a91c15b8b8b","year":null},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:21.116676Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:c2b5b04cc8f1870cc880b2be25c41cc44079e2179c43287c78420b7029ce230d","observation_id":"30fce836-c84d-49ad-b5a2-aa17f95dee41","resolution":{"observed_at":"2026-08-07T15:43:35.946945Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:35.678604Z","title":"2023.Azure AI Content Safety","venue":null,"work_id":"84d86fc5-c898-44d5-b049-5af004ba2471","year":2023},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:21.240751Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:7484a33a704189e7f6e88ad46a9857b0c5657db722b5d3c3b070ccf0f3f27d1f","observation_id":"725c46b1-13f6-4c2e-8568-e3800e343344","resolution":{"observed_at":"2026-08-07T15:43:35.787509Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:35.430845Z","title":"2024.Analyze multimodal content (preview)","venue":null,"work_id":"de95f93f-5cdd-4787-8e83-141a54cf1e60","year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:21.356753Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:55d6deb63c2646df578304e68252584daf2daa9a9e45c21611cf9dc6e388027d","observation_id":"b3c4a36a-c6fd-4f32-900e-3005ac7041e9","resolution":{"observed_at":"2026-08-07T15:43:35.523027Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.13923","last_updated":"2025-02-19T18:00:14Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-02-19T18:00:14Z","title":"Qwen2.5-VL Technical Report","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.13923","snapshot_observed_at":"2026-08-07T15:43:21.494833Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:21.494833Z"},"links":{"cited_paper":"/paper/2502.13923","citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:a26b6ec96c100ce22ca1d847e30cb83ef27cc7416d5da796da8dd89e2bd65002","observation_id":"df626658-f6ed-4c4a-bed4-d3f9f2746f5b","resolution":{"observed_at":"2026-08-07T15:43:21.494833Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.18653/v1/2021.findings-emnlp.173","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:31.542703Z","title":null,"venue":null,"work_id":"7d66253a-045b-4d9b-b772-c62d0c36c19f","year":2021},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:21.584725Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:1edc56e26cc3ee77efa977fd0f201684f46ef71f55e0b2df2530910bd57eeea5","observation_id":"543f4fbe-6505-45ef-b860-2fdf96cef7c5","resolution":{"observed_at":"2026-08-07T15:43:31.610044Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.05271","last_updated":"2025-09-26T12:52:41Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-12-06T18:57:08Z","title":"Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.05271","snapshot_observed_at":"2026-08-07T15:43:21.649314Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:21.649314Z"},"links":{"cited_paper":"/paper/2412.05271","citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:a0876edacbb42713401552c725fdcedfba030ba78e4fe065261ca0493ab2d526","observation_id":"fcbff939-49af-4d50-8fd5-c9dad6aed463","resolution":{"observed_at":"2026-08-07T15:43:21.649314Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:35.252163Z","title":null,"venue":null,"work_id":"8e416e5d-699c-44d6-8c4f-94d67a832154","year":2023},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:21.760664Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:e6f7f09247e41235b10b52f8515bf1cc75aaa4b2ad7841d7fb4458b39ca6de2a","observation_id":"85dd3af2-21fc-40f7-93d4-a11660d30f97","resolution":{"observed_at":"2026-08-07T15:43:35.344239Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2411.10414","last_updated":"2024-11-15T18:34:07Z","snapshot_observed_at":"2026-08-06T19:21:24.933454Z","submitted_at":"2024-11-15T18:34:07Z","title":"Llama Guard 3 Vision: Safeguarding Human-AI Image Understanding Conversations","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.10414","snapshot_observed_at":"2026-08-07T15:43:21.902482Z","title":"Upasani, and Mahesh Pa- supuleti","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:21.902482Z"},"links":{"cited_paper":"/paper/2411.10414","citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:e1b7bb8c2240379208a2561cdace36b3996dec909ad19ef8170cdac61218c247","observation_id":"44af8039-f98a-4ca2-9be4-5c51c6071f3a","resolution":{"observed_at":"2026-08-07T15:43:21.902482Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2311.18580","last_updated":"2024-12-23T05:04:49Z","snapshot_observed_at":"2026-08-08T01:23:31.844922Z","submitted_at":"2023-11-30T14:18:47Z","title":"FFT: Towards Harmlessness Evaluation and Analysis for LLMs with Factuality, Fairness, Toxicity","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.18580","snapshot_observed_at":"2026-08-07T15:43:21.975620Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:21.975620Z"},"links":{"cited_paper":"/paper/2311.18580","citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:8a0bde304587b0314f44f539de8ce9107e4582d3f3fde302ac095aba5bd73f6e","observation_id":"80c8f464-bf6b-422e-9c00-31963e773fe9","resolution":{"observed_at":"2026-08-07T15:43:21.975620Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.21783","last_updated":"2024-11-23T23:27:33Z","snapshot_observed_at":"2026-07-06T18:55:11.576666Z","submitted_at":"2024-07-31T17:54:27Z","title":"The Llama 3 Herd of Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.21783","snapshot_observed_at":"2026-08-07T15:43:22.044197Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:22.044197Z"},"links":{"cited_paper":"/paper/2407.21783","citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:98c22e50d0a7467c8d1e3e94ddad6f61a1d37b28ac9b5a06ec74927c7dd96358","observation_id":"550239d5-219f-4fde-be5f-5326e9ed6d8a","resolution":{"observed_at":"2026-08-07T15:43:22.044197Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:35.097160Z","title":"2024.Fine-Tuned Vision Transformer (ViT) for NSFW Image Classifica- tion","venue":null,"work_id":"64af7003-fa30-498b-93de-0a75d4a9c988","year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:22.172963Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:8c9e602628b24e7684c0cb6315ad40d022b5151286331d00f336134227d58803","observation_id":"4db1a0a8-41aa-413a-b37b-826705a8e66e","resolution":{"observed_at":"2026-08-07T15:43:35.167720Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:34.939009Z","title":null,"venue":null,"work_id":"5449240b-cc51-459b-89b2-10bfa5e880b2","year":null},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:22.265002Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:e2c98bd70828ec21124c0e6fafe387c9fb96e769fbae1a3184853c08b6fab916","observation_id":"f5c46f7f-5bcb-44f7-aaae-1d5af694a8bf","resolution":{"observed_at":"2026-08-07T15:43:34.987516Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:34.806233Z","title":null,"venue":null,"work_id":"fa7a18e2-2453-4014-b388-9c24b9ee2b15","year":null},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:22.478287Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:e1d6aaa0bb5a165c19fe67011b30d71dc32e7a79c725c951aecb1dc158aadec3","observation_id":"9921580c-44f5-4127-8d69-56bcef3a195c","resolution":{"observed_at":"2026-08-07T15:43:34.884018Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:22.649039Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:22.649039Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:09e45a729d63adc175d359946ff237d89b05e43a9d5464212bb5680a44b2d346","observation_id":"a3524201-6e34-4f98-af90-8e25ee486686","resolution":{"observed_at":"2026-08-07T15:43:22.649039Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:34.590656Z","title":null,"venue":null,"work_id":"5d30ff5e-94a6-4374-baeb-0534636dd6c7","year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:22.762403Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:11a12d87645c864b06f70d77fd0395c1ca209c867a33da9a5a0f1293e090f75c","observation_id":"5006dd6c-ca8c-4d1d-9d61-1d8a852d190e","resolution":{"observed_at":"2026-08-07T15:43:34.669385Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2411.19939","last_updated":"2025-05-17T15:14:14Z","snapshot_observed_at":"2026-08-08T01:24:10.875048Z","submitted_at":"2024-11-29T18:56:37Z","title":"VLSBench: Unveiling Visual Leakage in Multimodal Safety","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.19939","snapshot_observed_at":"2026-08-07T15:43:22.887756Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:22.887756Z"},"links":{"cited_paper":"/paper/2411.19939","citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:9d277ff64686508be0b6fbf4a79818c5dfef16db9c58832e19e784bcf5126a25","observation_id":"5da19695-0eb1-403b-8fea-7a4dab7db076","resolution":{"observed_at":"2026-08-07T15:43:22.887756Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2312.06674","last_updated":"2023-12-07T19:40:50Z","snapshot_observed_at":"2026-07-06T17:00:00.321552Z","submitted_at":"2023-12-07T19:40:50Z","title":"Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.06674","snapshot_observed_at":"2026-08-07T15:43:22.943099Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:22.943099Z"},"links":{"cited_paper":"/paper/2312.06674","citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:abbf4e6c5a63ce1115a3207711999c5f0116cbbccead9fd72586bee9b2104e07","observation_id":"1cccfa9b-1361-422b-be2c-5edeaf6d96aa","resolution":{"observed_at":"2026-08-07T15:43:22.943099Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:23.001308Z","title":"Tran, Yi Tay, Jeffrey Sorensen, Jai Prakash Gupta, Donald Metzler, and Lucy Vasserman","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:23.001308Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:b20bb6e3005d036273e2420b8f87701cd08e7c66d1b68fca76f03d2740b93aa9","observation_id":"7b0bd19c-b116-444f-918f-cada8ced0184","resolution":{"observed_at":"2026-08-07T15:43:23.001308Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2401.01523","last_updated":"2025-02-28T15:13:46Z","snapshot_observed_at":"2026-08-08T01:24:08.862743Z","submitted_at":"2024-01-03T03:28:55Z","title":"GOAT-Bench: Safety Insights to Large Multimodal Models through Meme-Based Social Abuse","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.01523","snapshot_observed_at":"2026-08-07T15:43:23.117182Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:23.117182Z"},"links":{"cited_paper":"/paper/2401.01523","citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:28227e7b04978b8a25ca6e5f6bb8ff33aa26fb8290867fcb72935b06b2544d39","observation_id":"bfc50c65-4f3a-4f58-b675-dd7b29a49c81","resolution":{"observed_at":"2026-08-07T15:43:23.117182Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:34.329463Z","title":"Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C","venue":null,"work_id":"dcfb800a-9a0a-42fc-8ba8-e7017a10b7a9","year":2014},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:23.198134Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:4d3970acdb628fc436e98ca23d3625d886a94610da76067af3420145e0f8dafb","observation_id":"6f289353-924b-4ccc-a971-94161f3934a3","resolution":{"observed_at":"2026-08-07T15:43:34.412706Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:34.134162Z","title":null,"venue":null,"work_id":"d760651d-723d-413a-abe4-7374c9bbf001","year":2023},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:23.314412Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:e25817c3f441f93afd27531c2cda35543eb0fa442a394e8cd19f634f9bbad7de","observation_id":"251690df-9200-4b5f-a822-b18e0b3881e9","resolution":{"observed_at":"2026-08-07T15:43:34.212599Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:23.440676Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:23.440676Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:1771c2e841f0c4b41d8206452268c0c8b0d9ec0dc57c8dc2631e4499757913d3","observation_id":"96b4a53e-7e61-4b57-b1d1-e6bdf36e019e","resolution":{"observed_at":"2026-08-07T15:43:23.440676Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:23.526490Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:23.526490Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:7af95741799f8b14093595ac0abca7805c9131eaeee385baa285a76c9e208a65","observation_id":"fe3e2598-759c-4d51-8c67-ebc43eaeee2a","resolution":{"observed_at":"2026-08-07T15:43:23.526490Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.16971","last_updated":"2025-02-24T08:54:39Z","snapshot_observed_at":"2026-08-08T01:25:21.157808Z","submitted_at":"2025-02-24T08:54:39Z","title":"LongSafety: Evaluating Long-Context Safety of Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.16971","snapshot_observed_at":"2026-08-07T15:43:23.665972Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:23.665972Z"},"links":{"cited_paper":"/paper/2502.16971","citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:b65809cd006314210e42f03f8ded707055733801da64486e41482147eeda50d4","observation_id":"56721e59-a533-4ec6-8678-82c54d52f987","resolution":{"observed_at":"2026-08-07T15:43:23.665972Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.03027","last_updated":"2024-11-24T06:22:37Z","snapshot_observed_at":"2026-08-06T14:20:00.145899Z","submitted_at":"2024-04-03T19:23:18Z","title":"JailBreakV: A Benchmark for Assessing the Robustness of MultiModal Large Language Models against Jailbreak Attacks","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.03027","snapshot_observed_at":"2026-08-07T15:43:23.733760Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:23.733760Z"},"links":{"cited_paper":"/paper/2404.03027","citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:e895f368e8d63897675c754473fd8ea3c3064145deb9d5aefe79e3bf43d2cb83","observation_id":"57d03572-75d9-4f05-bbdc-1bc53e781700","resolution":{"observed_at":"2026-08-07T15:43:23.733760Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:23.834745Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:23.834745Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:0e8ab981315f6db5b82780b009f64d4486ab328208b4674a5f1e753a75134d1c","observation_id":"6b1f157b-93b9-436e-9a19-63babe6fa67e","resolution":{"observed_at":"2026-08-07T15:43:23.834745Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:33.972650Z","title":"2024.Llama 3 ˙2: Revolutionizing edge AI and vision with open, customizable models","venue":null,"work_id":"2d91f59a-f376-44c1-a6f0-602baa097aba","year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:23.996895Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:3c54487ffef04f231f750cbf524ae27a8d1b42bbeb3a8d08ff3f5f087312e62b","observation_id":"2e3584d2-4709-4043-8ac3-61404fd2b3b7","resolution":{"observed_at":"2026-08-07T15:43:34.050094Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.09413","last_updated":"2024-12-22T10:44:13Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-12-12T16:20:36Z","title":"Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.09413","snapshot_observed_at":"2026-08-07T15:43:24.185429Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:24.185429Z"},"links":{"cited_paper":"/paper/2412.09413","citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:353fc345a290c07abe9d3808a0edf285afe65341ab98915df21fa4dd2e003f36","observation_id":"67690c18-0805-47d1-adfa-fca4f97fb705","resolution":{"observed_at":"2026-08-07T15:43:24.185429Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:33.791611Z","title":"Sy, Ahmad Albunni, Myles Joshua Toledo Tan, and Nouar Aldahoul","venue":null,"work_id":"0dce035b-bb3f-4b5a-84b3-324421a9dc43","year":2023},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:24.355763Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:b85beec2492f2d7bf738bc0679e950ead8d853a89527e3145360f2b93db84ecf","observation_id":"dd6f449c-1a86-415f-a022-dce9ea6bc2d7","resolution":{"observed_at":"2026-08-07T15:43:33.884121Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:33.652607Z","title":"2024.GPT-4o system card","venue":null,"work_id":"7a4c3900-ec12-4cb6-adbb-a32fff78ebd6","year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:24.559907Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:a89b1418c8946f827fee1dddd133e67be3ffe1c2d54299e8d21848513787187c","observation_id":"4c05969a-269d-47b7-8d61-2b1417e138b0","resolution":{"observed_at":"2026-08-07T15:43:33.728865Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:33.436982Z","title":"2024.GPT-4V(ision) system card","venue":null,"work_id":"48301d1b-5cd4-4af9-87ec-f18572e8e8bc","year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:24.654742Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:caa9a554f357269a2149ccc2ed653c01004bad3ea5e34018ebf0c19d9a24095e","observation_id":"ed041c3e-f2cf-4e5d-b0b2-50cfd2ad207e","resolution":{"observed_at":"2026-08-07T15:43:33.541457Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:33.225684Z","title":"2024.Moderate images and text","venue":null,"work_id":"909376b9-2add-4f32-84b1-34cc3933d5e1","year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:24.734817Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:123c53019bb78bc8e86a3d96e6380d397008b289ea891c0bb40e464629effef3","observation_id":"fd163384-b867-4f3d-b33d-945f7e5c2f93","resolution":{"observed_at":"2026-08-07T15:43:33.342003Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:33.007507Z","title":"2025.Qwen2.5-VL-7B-Instruct","venue":null,"work_id":"36846355-68a3-48f9-90f9-e5c1eb5eba0e","year":2025},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:24.819439Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:7576a62227fe1ae010e9823b4a321057bbeb821b594fbb2c58ac908ffbf85274","observation_id":"7c440e22-6d3d-4a4f-9c6f-5dce709183dc","resolution":{"observed_at":"2026-08-07T15:43:33.083387Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:24.954780Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:24.954780Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:9f7abab09c1d6ae89f90ed1c44a0389cba5fcb62c43e71a9f00f23cf34d3422e","observation_id":"6806964a-e1de-4920-815d-65d3d27a9bf3","resolution":{"observed_at":"2026-08-07T15:43:24.954780Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.12191","last_updated":"2024-10-03T15:54:49Z","snapshot_observed_at":"2026-08-06T05:35:29.109022Z","submitted_at":"2024-09-18T17:59:32Z","title":"Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.12191","snapshot_observed_at":"2026-08-07T15:43:25.205302Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:25.205302Z"},"links":{"cited_paper":"/paper/2409.12191","citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:faf31239bb22e711a3e228b1f8e0424c57d3b079b2a598e411fea5fce4546b3b","observation_id":"aafcd2e3-48d9-4288-90a1-d00e2834db3e","resolution":{"observed_at":"2026-08-07T15:43:25.205302Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.15279","last_updated":"2025-02-17T03:38:42Z","snapshot_observed_at":"2026-08-03T17:57:32.495715Z","submitted_at":"2024-06-21T16:14:15Z","title":"Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Model","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.15279","snapshot_observed_at":"2026-08-07T15:43:25.330017Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:25.330017Z"},"links":{"cited_paper":"/paper/2406.15279","citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:3ff327ba2fe5e3ba7a4e78adc24f425139fd6708faff90be5c38ef280c07091d","observation_id":"9203d1f4-63b2-4295-bffb-2000749da03c","resolution":{"observed_at":"2026-08-07T15:43:25.330017Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.13458","last_updated":"2025-05-27T22:35:37Z","snapshot_observed_at":"2026-08-08T01:24:47.078251Z","submitted_at":"2025-02-19T06:09:58Z","title":"ThinkGuard: Deliberative Slow Thinking Leads to Cautious Guardrails","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.13458","snapshot_observed_at":"2026-08-07T15:43:25.490453Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:25.490453Z"},"links":{"cited_paper":"/paper/2502.13458","citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:459602463d13873b0212dffe0064e5c1c6ef27194a0a55d0444bd0cc59f944ce","observation_id":"433fa097-d213-4c0f-bff8-691facd3af8b","resolution":{"observed_at":"2026-08-07T15:43:25.490453Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.18216","last_updated":"2025-01-20T06:04:13Z","snapshot_observed_at":"2026-08-08T01:24:24.753730Z","submitted_at":"2024-12-24T06:45:36Z","title":"ICM-Assistant: Instruction-tuning Multimodal Large Language Models for Rule-based Explainable Image Content Moderation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.18216","snapshot_observed_at":"2026-08-07T15:43:25.574744Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:25.574744Z"},"links":{"cited_paper":"/paper/2412.18216","citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:d6c68484e22950b2483d3a85df1f2f05c88287550cf405337c6a22dc6ec5b48b","observation_id":"85cda172-1a1c-450b-be0b-c4ff775ac396","resolution":{"observed_at":"2026-08-07T15:43:25.574744Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:25.682269Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:25.682269Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:699b59a0ffa38d614388604db0df8135e365362a1cfadba4e2a182c6aa5a0033","observation_id":"878436b6-6d4e-4c37-a2d7-07433c4ef039","resolution":{"observed_at":"2026-08-07T15:43:25.682269Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:32.726735Z","title":null,"venue":null,"work_id":"2781343d-74b9-4d09-b58b-015903586157","year":2025},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:25.785876Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:1c8717f9506f0deb0ed080ad8c87b46c37ec9a6856fb3e04393b5386c4300bec","observation_id":"82a9c020-e63c-4abf-88b7-b61b2b15d564","resolution":{"observed_at":"2026-08-07T15:43:32.850079Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.21772","last_updated":"2024-08-04T22:13:39Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-07-31T17:48:14Z","title":"ShieldGemma: Generative AI Content Moderation Based on Gemma","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.21772","snapshot_observed_at":"2026-08-07T15:43:25.899451Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:25.899451Z"},"links":{"cited_paper":"/paper/2407.21772","citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:a6773b05a200fd5f212e55ab7474b068877da9e7f96fb98cb2bcc6a4f8c259ff","observation_id":"db8e43c1-8d1c-4f4e-b447-094fc7764e95","resolution":{"observed_at":"2026-08-07T15:43:25.899451Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.12030","last_updated":"2025-05-21T04:55:10Z","snapshot_observed_at":"2026-08-08T01:23:11.364463Z","submitted_at":"2024-06-17T18:57:37Z","title":"SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Model","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.12030","snapshot_observed_at":"2026-08-07T15:43:26.196963Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:26.196963Z"},"links":{"cited_paper":"/paper/2406.12030","citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:73c90b4a496dba8c93d72a4df4c474a9cae2a36033cd42d57ef615186b3a43d4","observation_id":"83c036a9-1752-4c5d-9d45-0ad72cb60093","resolution":{"observed_at":"2026-08-07T15:43:26.196963Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:30.105067Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:30.105067Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:d5b4de1aa7c12240033e838129a9232f6f014ccc89cbcab316741286eb5e0255","observation_id":"83b50b0b-f2a9-4768-bb03-133b17228616","resolution":{"observed_at":"2026-08-07T15:43:30.105067Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:32.496194Z","title":null,"venue":null,"work_id":"ff2983ba-87b6-4354-ad19-dde20853385d","year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:30.244817Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:0c4f5bf5b9e4c0772e8a38de1264a2b37424619c539ea2e414b9b5ba599a7edf","observation_id":"3be23998-a3b0-48e8-a0ce-4d26b564287d","resolution":{"observed_at":"2026-08-07T15:43:32.626116Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:30.354823Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:30.354823Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:bdf69a569d335ad91260f3697e3717589a181b316873d1f55a7cf17c5b6fcd8d","observation_id":"190cf86f-ed18-49fa-a2df-e91359ad62d0","resolution":{"observed_at":"2026-08-07T15:43:30.354823Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.06172","last_updated":"2025-04-22T23:01:49Z","snapshot_observed_at":"2026-07-06T19:29:51.449372Z","submitted_at":"2024-10-08T16:16:07Z","title":"Multimodal Situational Safety","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.06172","snapshot_observed_at":"2026-08-07T15:43:30.464795Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:30.464795Z"},"links":{"cited_paper":"/paper/2410.06172","citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:0d866a795fd97c8598c9df7519016001851ea19db6d91eca1142da779dc18147","observation_id":"6209e798-1471-4f07-a068-41234cb1933f","resolution":{"observed_at":"2026-08-07T15:43:30.464795Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:32.295490Z","title":null,"venue":null,"work_id":"e5517146-3176-475f-ab7c-f623998f8be7","year":null},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:30.560074Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:5727d896f019355ee3b002a0017aed06bd15ac155a62de472824011b98ba9479","observation_id":"6fbe83a9-2a4b-4271-a0bb-906015e7ec21","resolution":{"observed_at":"2026-08-07T15:43:32.392128Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:32.061320Z","title":null,"venue":null,"work_id":"a586e4f6-07d4-4434-8dc2-a27dbb0091dc","year":null},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:30.780141Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:7f074394f73f58c3403c5c55c028b7027e21bba56af81e9b3dfe02b11e20d441","observation_id":"cddb65d7-9410-4671-ae2a-d998c97ad791","resolution":{"observed_at":"2026-08-07T15:43:32.165019Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:31.891818Z","title":"InThe Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11, 2024","venue":null,"work_id":"12677471-889c-4f8c-a78e-c30b58a6ecbd","year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:30.875455Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:20e92626b2a9047d3f33d78b32b27103580548132751dd1c867ecdf11e7b7c41","observation_id":"115e824c-f005-41c3-98e3-11e94249d6ec","resolution":{"observed_at":"2026-08-07T15:43:31.933095Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.18653/v1/2023.findings-acl.519","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:43:31.011212Z","title":"InFindings of the Association for Computational Linguistics: ACL 2023","venue":null,"work_id":"b1db5ed0-c1f8-415a-ad48-930bcb38479e","year":2023},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:30.675731Z"},"links":{"citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:90a708856f206a0999e19f783c2d5d1b8514cb217971f6a928a86b192e64797e","observation_id":"914293f0-9370-4431-9a8c-98c1414c4b12","resolution":{"observed_at":"2026-08-07T15:43:31.138044Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2404.05993","last_updated":"2024-09-11T14:42:29Z","snapshot_observed_at":"2026-08-06T16:17:24.580021Z","submitted_at":"2024-04-09T03:54:28Z","title":"AEGIS: Online Adaptive AI Content Safety Moderation with Ensemble of LLM Experts","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.05993","snapshot_observed_at":"2026-08-07T15:43:22.394650Z","title":"doi:10.48550/ARXIV.2404.05993 arXiv:2404.05993","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":2024,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:22.394650Z"},"links":{"cited_paper":"/paper/2404.05993","citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:7e7482ad747d61de6262e4c1a3cfbdd9d5b8f0f4de27980cccf849720ea4d81e","observation_id":"553144f0-55aa-4cc2-913a-7c5a9c7d1345","resolution":{"observed_at":"2026-08-07T15:43:22.394650Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.09004","last_updated":"2025-01-15T18:37:08Z","snapshot_observed_at":"2026-08-08T01:23:43.364638Z","submitted_at":"2025-01-15T18:37:08Z","title":"Aegis2.0: A Diverse AI Safety Dataset and Risks Taxonomy for Alignment of LLM Guardrails","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.09004","snapshot_observed_at":"2026-08-07T15:43:22.581145Z","title":"doi:10.48550/ARXIV.2501.09004 arXiv:2501.09004","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","version":1},"reference_index":2025,"source":"pdf_text","source_observed_at":"2026-08-07T15:43:22.581145Z"},"links":{"cited_paper":"/paper/2501.09004","citing_paper":"/paper/2505.14035"},"observation_digest":"sha256:ae9ef0887a5b1da5dd2134ed200f8c6ec89e56300d48e33aafaa7bd6bc51e6d7","observation_id":"f4fb3a25-8f12-490e-8323-e4211ad2bab6","resolution":{"observed_at":"2026-08-07T15:43:22.581145Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2505.14035","last_updated":"2025-05-20T07:31:17Z","latest_version":1,"primary_category":"cs.MM","snapshot_observed_at":"2026-08-08T01:18:18.617512Z","submitted_at":"2025-05-20T07:31:17Z","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs"},"reference_resolution":{"displayed":55,"state_counts":{"malformed_identifier":2,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":40,"verified_exact":2,"verified_fuzzy":11},"total_outbound_references":55},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 1 inbound Pith citation observation for arXiv:2505.14035."}