{"as_of":"2026-08-05T20:43:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:c13ac51c6888cdef7aeec61764bc12e8deadac2df9e1feaeac3b08012c08c88c","coverage":[{"denominator":51,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":51,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-03T16:20:31.318705Z","state":"measured"},{"denominator":51,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":51,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-05T06:32:48.257954+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"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":[],"links":{"evidence":"/evidence","html":"/paper/2607.28969/citation-record","integrity":"/paper/2607.28969/integrity","json":"/paper/2607.28969/citation-record.json","paper":"/paper/2607.28969"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T16:20:25.262330Z","title":"Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing , pages=","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:25.262330Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:48543c832272a8013d12077be3a1eec30362ef81473c378e35ebde6cf8be928c","observation_id":"4ddb7980-85c4-4f1b-af6b-a10c6f253c18","resolution":{"observed_at":"2026-08-03T16:20:25.262330Z","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":"2026-08-03T16:20:25.370855Z","title":"Advances in neural information processing systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:25.370855Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:2861fa8cbd6f6ab14bbe8c3d7d3d7dee93d02dd908d5c0cfba4d9c7447af4e81","observation_id":"d9ee3aa8-3b7f-4660-a93b-d361820da4e1","resolution":{"observed_at":"2026-08-03T16:20:25.370855Z","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":"2026-08-03T16:20:25.463394Z","title":"International Conference on Learning Representations , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:25.463394Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:84e4c81e910dd9fe591a44777452702aaa6302889fbf00955f78b46f0068d6cc","observation_id":"04bb2b51-171a-46af-9ea2-cc71ab58d5b2","resolution":{"observed_at":"2026-08-03T16:20:25.463394Z","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":"2026-08-03T16:20:25.596905Z","title":"arXiv preprint arXiv:2508.07173 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:25.596905Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:27d2a215266e23d5c29a7d316dced5e86451407a2f8d427e9290b9ea9afeb610","observation_id":"53dbeeee-175e-4b2f-97fd-e2f33176153d","resolution":{"observed_at":"2026-08-03T16:20:25.596905Z","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":"2026-08-03T16:20:25.769157Z","title":"International Conference on Learning Representations , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:25.769157Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:f15c3f9bdca20dba8d1c77a7b5ca4d7b442e1a908bdf99e1fde7d3c525630426","observation_id":"c3531e25-f2d0-45ee-ae97-5b12133f8387","resolution":{"observed_at":"2026-08-03T16:20:25.769157Z","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":"2026-08-03T16:20:25.888273Z","title":"European conference on computer vision , pages=","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:25.888273Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:0d3a78977551d7f9bdc39f36e60cd2b486f2e9c7979cfdeefc2560218e17ebce","observation_id":"27800501-d62b-4b01-8bcf-b9c016364e9d","resolution":{"observed_at":"2026-08-03T16:20:25.888273Z","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":"2026-08-03T16:20:25.990053Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:25.990053Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:da9c6973581666c56a3c95107c5c59707c3ffda11990d49045ef912c4c54a7f0","observation_id":"028a0d6d-ccb9-4dd3-96c8-817e6a60d965","resolution":{"observed_at":"2026-08-03T16:20:25.990053Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2601.22737","last_updated":"2026-04-21T10:06:36Z","snapshot_observed_at":"2026-07-06T22:43:41.372821Z","submitted_at":"2026-01-30T09:18:13Z","title":"Lingua-SafetyBench: A Benchmark for Safety Evaluation of Multilingual Vision-Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2601.22737","snapshot_observed_at":"2026-08-03T16:20:26.134287Z","title":"arXiv preprint arXiv:2601.22737 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:26.134287Z"},"links":{"cited_paper":"/paper/2601.22737","citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:f4799b3e095ccd7f9228f8e16b6765c2c6aa1d57ee8a729008f7cadb4c7d5a93","observation_id":"2164d302-d7f8-4ac6-91ce-09808da272f2","resolution":{"observed_at":"2026-08-03T16:20:26.134287Z","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":"2026-08-03T16:20:26.218251Z","title":"arXiv preprint arXiv:2505.17568 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:26.218251Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:3a8bdf6613756e364bfca802dfb16180ab804da8d14e4785104e065c075bf967","observation_id":"b13a0dd6-6115-4266-994e-81b1984ca146","resolution":{"observed_at":"2026-08-03T16:20:26.218251Z","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":"2026-08-03T16:20:26.370342Z","title":"Advances in Neural Information Processing Systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:26.370342Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:a24324e7b35d02259debbb7363d2b4e2e27238ce506f1b06740aebdfea21e0fe","observation_id":"30055bc3-dbe2-4f07-bb52-3d5a8c56adc1","resolution":{"observed_at":"2026-08-03T16:20:26.370342Z","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":"2026-08-03T16:20:26.531559Z","title":"2024 , eprint=","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:26.531559Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:2956b6eb5750cbfe36e486d74e9ab595c23c14384da0f46e6f89528f2a845240","observation_id":"3d419e00-8bfd-46ba-91a4-07b1ff0c73d7","resolution":{"observed_at":"2026-08-03T16:20:26.531559Z","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":"2026-08-03T16:20:26.585807Z","title":"2025 , eprint=","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:26.585807Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:10c402e92992254567465eeca3d0018468a2c099692092a62520dc3bb6a170e8","observation_id":"62c3efd5-8b42-41f6-880a-3ac938ac5b58","resolution":{"observed_at":"2026-08-03T16:20:26.585807Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.01957","last_updated":"2025-10-24T02:32:10Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-01-03T18:59:52Z","title":"VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.01957","snapshot_observed_at":"2026-08-03T16:20:26.593910Z","title":"arXiv preprint arXiv:2501.01957 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:26.593910Z"},"links":{"cited_paper":"/paper/2501.01957","citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:dc4f63be804a93d806b9aa68d5172be7dd69bd41ee3b82d547fd3ffd5e5e9817","observation_id":"4abcad1f-62a7-4da0-a099-83bf3f71e10f","resolution":{"observed_at":"2026-08-03T16:20:26.593910Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.01800","last_updated":"2024-08-03T15:02:21Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-08-03T15:02:21Z","title":"MiniCPM-V: A GPT-4V Level MLLM on Your Phone","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.01800","snapshot_observed_at":"2026-08-03T16:20:26.704658Z","title":"arXiv preprint arXiv:2408.01800 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:26.704658Z"},"links":{"cited_paper":"/paper/2408.01800","citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:9051ef4e139b7c8e70b4984ec13a9c4f3664cf9021e96ddd44ca51632d10e32f","observation_id":"9cc08235-aca5-4b8f-8389-57e328ca60b0","resolution":{"observed_at":"2026-08-03T16:20:26.704658Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2510.14276","last_updated":"2025-10-16T04:00:18Z","snapshot_observed_at":"2026-07-06T22:32:47.087967Z","submitted_at":"2025-10-16T04:00:18Z","title":"Qwen3Guard Technical Report","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2510.14276","snapshot_observed_at":"2026-08-03T16:20:26.886091Z","title":"arXiv preprint arXiv:2510.14276 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:26.886091Z"},"links":{"cited_paper":"/paper/2510.14276","citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:9b430cbe903e5c35bc9dcc4f2a843ef36770f2dd72e3560b07dded8128490c9e","observation_id":"78c107ad-85f8-49d4-85c9-18d18ad73bde","resolution":{"observed_at":"2026-08-03T16:20:26.886091Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2510.17633","last_updated":"2026-05-07T06:36:50Z","snapshot_observed_at":"2026-07-06T22:33:39.148066Z","submitted_at":"2025-10-20T15:14:25Z","title":"SARSteer: Safeguarding Large Audio-Language Models via Safe-Ablated Refusal Steering","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2510.17633","snapshot_observed_at":"2026-08-03T16:20:27.087208Z","title":"arXiv preprint arXiv:2510.17633 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:27.087208Z"},"links":{"cited_paper":"/paper/2510.17633","citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:fee0101465c58e13ddcd168fecf81b63c442b2a88cfe75aeac6b5d3fb74567bd","observation_id":"9f3104fd-b618-47a0-85fe-da1418aa999b","resolution":{"observed_at":"2026-08-03T16:20:27.087208Z","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":"2026-08-03T16:20:27.183818Z","title":"European Conference on Computer Vision , pages=","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:27.183818Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:13c9c4c31362a7436f3e77b265aed835e3d6310dd74069cb4398cdfd0416a2d2","observation_id":"be8b294f-0880-446d-8a55-484137ad2161","resolution":{"observed_at":"2026-08-03T16:20:27.183818Z","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":"2026-08-03T16:20:27.298054Z","title":"European Conference on Computer Vision , pages=","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:27.298054Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:508efbe81baca7d31c38ace5bd7ba590113d620690e509df2f0777ca5eccb9ae","observation_id":"e6a8964f-7d7e-4c26-a231-4c538ef51160","resolution":{"observed_at":"2026-08-03T16:20:27.298054Z","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":"2026-08-03T16:20:27.445978Z","title":"Proceedings of the Computer Vision and Pattern Recognition Conference , pages=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:27.445978Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:52de3c91e31b6357b4a0959dfc296bcf554b53218e3f9e42f104b02a3865435f","observation_id":"7559159d-fd39-4fe3-8792-8b695229db1f","resolution":{"observed_at":"2026-08-03T16:20:27.445978Z","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":"2026-08-03T16:20:27.545813Z","title":"Advances in Neural Information Processing Systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:27.545813Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:082bd8e2a7c10bd50d2895c292e5c5f9a6c45de72115e848198b2f00abe2d292","observation_id":"1ad84dd4-7c5c-4d56-88f9-ab0f38248043","resolution":{"observed_at":"2026-08-03T16:20:27.545813Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.11365","last_updated":"2024-10-09T06:39:28Z","snapshot_observed_at":"2026-08-05T11:32:37.177994Z","submitted_at":"2024-09-17T17:14:41Z","title":"CoCA: Regaining Safety-awareness of Multimodal Large Language Models with Constitutional Calibration","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.11365","snapshot_observed_at":"2026-08-03T16:20:27.640231Z","title":"arXiv preprint arXiv:2409.11365 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:27.640231Z"},"links":{"cited_paper":"/paper/2409.11365","citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:36109816bc57a1ae5b04cc4c2938d1d652275752702e144952f5241a9e211981","observation_id":"c4acb388-339a-4f8c-88f0-28e6484e4f21","resolution":{"observed_at":"2026-08-03T16:20:27.640231Z","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":"2026-08-03T16:20:27.800491Z","title":"Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:27.800491Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:589e8846f083530cce0821d451c48a48d96e8f02d48cb73855b5b9bf9673152e","observation_id":"b79b40bb-1245-459f-873f-ad0df639a0fd","resolution":{"observed_at":"2026-08-03T16:20:27.800491Z","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":"2026-08-03T16:20:27.884881Z","title":"Advances in Neural Information Processing Systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:27.884881Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:8da8546affa05c0a1495bc28b2c0c2a4f367f73bf7dfcb98deed05c78d8ee2ee","observation_id":"01525eed-798e-4be4-bba2-12f0fd03c193","resolution":{"observed_at":"2026-08-03T16:20:27.884881Z","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":"2026-08-03T16:20:27.978043Z","title":"Proceedings of the AAAI Conference on Artificial Intelligence , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:27.978043Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:1dfc5e585553459f67cb85efbe72c35f67d01fc0119fabdf48a4543135d7e39d","observation_id":"1b38657c-57e8-4056-a7a2-ac86a2db0af8","resolution":{"observed_at":"2026-08-03T16:20:27.978043Z","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":"2026-08-03T16:20:28.091856Z","title":"IEEE Transactions on Dependable and Secure Computing , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:28.091856Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:2fcc212ab05f1989394081eacaed8f971558473fc86b33ab8c8eed65070ce4b2","observation_id":"a06bc180-bfb5-4af7-9ed3-e81afbb661a5","resolution":{"observed_at":"2026-08-03T16:20:28.091856Z","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":"2026-08-03T16:20:28.209954Z","title":"arXiv preprint ArXiv:2502.21059 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:28.209954Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:74e4b2dca017f83a76df52e1d434b0481fcb7fb7d86a24b65596abda314d2d57","observation_id":"3a64020d-66e6-4301-b33c-e67417c17030","resolution":{"observed_at":"2026-08-03T16:20:28.209954Z","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":"2026-08-03T16:20:28.316868Z","title":"European Conference on Computer Vision , pages=","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:28.316868Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:3c63088a9f739069cbe0d13e7ccc2a7fa1b80d09442bcd07467b858e30f02b9f","observation_id":"2b9e9851-038c-42fd-813c-ac9ef10f8d3c","resolution":{"observed_at":"2026-08-03T16:20:28.316868Z","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":"2026-08-03T16:20:28.443048Z","title":"Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages=","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:28.443048Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:dc8e96f0c392c6938a1663bde7ba2c9664da756031503eb6d894f38a860f9795","observation_id":"b57ee3fa-5e33-4859-9bdf-a17fdbec44d0","resolution":{"observed_at":"2026-08-03T16:20:28.443048Z","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":"2026-08-03T16:20:28.549101Z","title":"Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:28.549101Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:c3e06557bf7b96c16c2f2ce48877a5409c0d291633a2bce2b4cf6ebd0f07ab5f","observation_id":"c2aa39d3-8c0c-4ce2-9ff3-a624711dedf3","resolution":{"observed_at":"2026-08-03T16:20:28.549101Z","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":"2026-08-03T16:20:28.666548Z","title":"arXiv preprint arXiv:2602.01283 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:28.666548Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:0fa8f76cbe0ba090a1360d26258a5560b04940c67a208911d9a6379a1325145e","observation_id":"5ef1f328-bcc5-4dc4-b68d-53d02fa6945b","resolution":{"observed_at":"2026-08-03T16:20:28.666548Z","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":"2026-08-03T16:20:28.739276Z","title":"Advances in Neural Information Processing Systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:28.739276Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:467fc0f1626cf92562a2d8636d0a2518a0185589ed6ca5701e7d7b27fed5b57e","observation_id":"c6736c90-87df-4a45-a5a4-2515b5c909de","resolution":{"observed_at":"2026-08-03T16:20:28.739276Z","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":"2026-08-03T16:20:28.852288Z","title":"arXiv preprint arXiv:2601.22515 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:28.852288Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:14e373b5ddbb7686e5ccd367724778fb5367d3663eabce413800bfdfd268a6dd","observation_id":"f18c2322-c084-4c4f-aaa3-9e01d94dcce2","resolution":{"observed_at":"2026-08-03T16:20:28.852288Z","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":"2026-08-03T16:20:28.965750Z","title":"arXiv preprint arXiv:2602.12158 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:28.965750Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:3b34e851e9a22a30e5c55315de91693cd60c69978480337c0898206b8e062488","observation_id":"9458caf1-38f2-4d08-ad6c-9cc8ecf63406","resolution":{"observed_at":"2026-08-03T16:20:28.965750Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.04819","last_updated":"2024-10-07T08:13:16Z","snapshot_observed_at":"2026-07-06T19:28:52.383175Z","submitted_at":"2024-10-07T08:13:16Z","title":"MINER: Mining the Underlying Pattern of Modality-Specific Neurons in Multimodal Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.04819","snapshot_observed_at":"2026-08-03T16:20:29.091406Z","title":"arXiv preprint arXiv:2410.04819 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:29.091406Z"},"links":{"cited_paper":"/paper/2410.04819","citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:46ca5d6b9b7df331404b7504e985e1af3f7d68b38e2f237350a5f4e33b14f8e8","observation_id":"98b82756-bad5-4994-91f9-778aed073c59","resolution":{"observed_at":"2026-08-03T16:20:29.091406Z","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":"2026-08-03T16:20:29.196869Z","title":"International Conference on Learning Representations , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:29.196869Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:91bcb58726bab6b4a8936d3074122fc111f62d9c980986a41fc54cdf72a30935","observation_id":"dd6998e2-df87-47d5-9273-fae4acc63d3f","resolution":{"observed_at":"2026-08-03T16:20:29.196869Z","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":"2026-08-03T16:20:29.306654Z","title":"arXiv preprint arXiv:2511.10222 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:29.306654Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:f42523f7635ce902007108829a65da3b950585dae8a3ff689e02cc95554133b6","observation_id":"34c0065d-9978-4ea5-b26c-74a94cb5161d","resolution":{"observed_at":"2026-08-03T16:20:29.306654Z","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":"2026-08-03T16:20:29.468816Z","title":"International Conference on Learning Representations , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:29.468816Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:ceffd942ed49c4e4665055d0aff1c7a5e68c6f27138cc90f42721f67f96ccef8","observation_id":"218e34e4-fecf-4a9e-bf33-60d7750a507b","resolution":{"observed_at":"2026-08-03T16:20:29.468816Z","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":"2026-08-03T16:20:29.578953Z","title":"International Conference on Learning Representations , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:29.578953Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:fa0053cfc723d0eb9ff59361a5f59edb0dcca910260f94df68e3a0640ff07e4e","observation_id":"abe360c6-e9b6-4f4a-a3d7-f6eb3a2e4c2e","resolution":{"observed_at":"2026-08-03T16:20:29.578953Z","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":"2026-08-03T16:20:29.726856Z","title":"arXiv preprint arXiv:2603.17372 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":39,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:29.726856Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:7ba83c438406da827924a708a8148a1f9823704f57f1b7fc2be08fc6e8678eef","observation_id":"52af02b5-5914-4a07-9b16-ea4d77f14e98","resolution":{"observed_at":"2026-08-03T16:20:29.726856Z","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":"2026-08-03T16:20:29.923737Z","title":"arXiv e-prints , pages=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":40,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:29.923737Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:661e751a252b759cee81e2cadc8a92f60a7074eee1e23e7cca7a6ced6b841573","observation_id":"2964f87d-215f-4ad8-96c8-dc57a6475389","resolution":{"observed_at":"2026-08-03T16:20:29.923737Z","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":"2026-08-03T16:20:30.112179Z","title":"Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":41,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:30.112179Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:2deb792c282a237600e1e3713bb1eccb56b9f557bf54fd038aaf14ff2da41697","observation_id":"0856f645-cf87-4a61-9026-9a61ed476c1a","resolution":{"observed_at":"2026-08-03T16:20:30.112179Z","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":"2026-08-03T16:20:30.248732Z","title":"Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":42,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:30.248732Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:4692a1556ddf936bffef985ef92fe13231579920eb9c42d60a5bcb89d1849854","observation_id":"96c55db2-8510-4d89-b5e5-3c40dfc4ff79","resolution":{"observed_at":"2026-08-03T16:20:30.248732Z","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":"2026-08-03T16:20:30.322426Z","title":"arXiv preprint arXiv:2601.10323 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":43,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:30.322426Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:fa75606fa05e4414dbe4428db2aa3be778dfa97f4266a4ba454ef3d128fd6f69","observation_id":"6022deed-87d7-4fa2-afba-dfdf5b3f1d09","resolution":{"observed_at":"2026-08-03T16:20:30.322426Z","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":"2026-08-03T16:20:30.384667Z","title":"Proceedings of the Computer Vision and Pattern Recognition Conference , pages=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":44,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:30.384667Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:66c6ed130fda4e25c57ea330de2d9cc864d1394ee7dc3e37b15586ef6bb954f9","observation_id":"73a176b9-4af3-4cc2-8bcc-f162120d8e23","resolution":{"observed_at":"2026-08-03T16:20:30.384667Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.09560","last_updated":"2025-06-05T07:22:50Z","snapshot_observed_at":"2026-07-06T20:36:12.548343Z","submitted_at":"2025-02-13T18:11:34Z","title":"EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.09560","snapshot_observed_at":"2026-08-03T16:20:30.506056Z","title":"arXiv preprint arXiv:2502.09560 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":45,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:30.506056Z"},"links":{"cited_paper":"/paper/2502.09560","citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:242338a400694cd08a7cbaaa4f10958b63561147b1d1018e0ca78046484df014","observation_id":"437c2389-511d-4f3b-ada4-e114328adeaa","resolution":{"observed_at":"2026-08-03T16:20:30.506056Z","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":"2026-08-03T16:20:30.664154Z","title":"arXiv preprint arXiv:2602.10161 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":46,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:30.664154Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:35505f92c20eb1d0c19e464a00162b9c50875d9b0f35b35cdf366a037a9beeb7","observation_id":"86507527-b626-4791-a054-baa4ea221132","resolution":{"observed_at":"2026-08-03T16:20:30.664154Z","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":"2026-08-03T16:20:30.848059Z","title":"2024 , eprint=","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":47,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:30.848059Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:fb055c26684ff9e6d3c2428ddfc9df07b7e6791e90f793b0c51fb5a74fd41075","observation_id":"52addb3b-0137-4e77-9147-4ba279cf7715","resolution":{"observed_at":"2026-08-03T16:20:30.848059Z","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":"2026-08-03T16:20:31.034411Z","title":"Qwen2.5: A Party of Foundation Models , url =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":48,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:31.034411Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:185f49051fbdfc1548aef18e611328cb054cd9649db36ad1ec196d829f2df9c4","observation_id":"0838046d-96d5-4e6a-b8b0-a60d7e36c4a0","resolution":{"observed_at":"2026-08-03T16:20:31.034411Z","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":"2026-08-03T16:20:31.143139Z","title":"2023 , eprint=","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":49,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:31.143139Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:49111f73bde51bc8b60a888842d153308fc9878d6cc0483dc474c342dedaa9de","observation_id":"c5a4ac21-4bda-4604-9e11-35bd9e39c6ce","resolution":{"observed_at":"2026-08-03T16:20:31.143139Z","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":"2026-08-03T16:20:31.243836Z","title":"Proceedings of the AAAI Conference on Artificial Intelligence , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":50,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:31.243836Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:b798f8c29c20ab0d7abc5c1039ba5b97c4011f90b276e3883dd817d7e783ca79","observation_id":"f9e2cf2d-2a5f-4be7-a585-c8b691b3104a","resolution":{"observed_at":"2026-08-03T16:20:31.243836Z","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":"2026-08-03T16:20:31.318705Z","title":"Advances in Neural Information Processing Systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs","version":1},"reference_index":51,"source":"arxiv_source","source_observed_at":"2026-08-03T16:20:31.318705Z"},"links":{"citing_paper":"/paper/2607.28969"},"observation_digest":"sha256:62405451acdd16a499d26ad7f1dac388eff9640bb48cc48bdbc44e4ccdba47d7","observation_id":"110941e3-7c41-4068-b2e0-6f27e842537f","resolution":{"observed_at":"2026-08-03T16:20:31.318705Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2607.28969","last_updated":"2026-07-31T02:45:56Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-05T20:22:38.070957Z","submitted_at":"2026-07-31T02:45:56Z","title":"SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs"},"reference_resolution":{"displayed":51,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":51,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":51},"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":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"thesis":"As of 5 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2607.28969."}