{"as_of":"2026-08-19T10:50:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:2e14c7540213372ab837769840cdbc3eb5781d7764d56e688608405d3c3642f0","coverage":[{"denominator":21,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":21,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-15T21:19:25.710595Z","state":"measured"},{"denominator":23,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":23,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-19T06:32:44.657259+00:00","state":"measured"},{"denominator":2,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":2,"source":"paper_references, paper_reference_links","source_observed_at":"2026-06-30T01:29:19.877774Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":1,"source":"arxiv_reference","source_observed_at":"2026-08-05T02:28:24.338817Z","state":"measured"}],"external_citation_measurements":[{"count":1,"observed_at":"2026-08-05T02:28:24.338817Z","source":"arxiv_reference"}],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2505.10066","last_updated":"2025-05-15T08:07:04Z","snapshot_observed_at":"2026-08-17T15:42:05.073000Z","submitted_at":"2025-05-15T08:07:04Z","title":"Dark LLMs: The Growing Threat of Unaligned AI Models","version":1},"cited_work":{"arxiv_id":"2505.10066","doi":"10.48550/arxiv.2505.10066","metadata_source":"arxiv_reference","pith_arxiv_id":"2505.10066","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"arXiv preprint arXiv:2505.10066 (2025), https://arxiv.org/ abs/2505.10066","venue":"ArXiv.org","work_id":"65f34798-2de2-41e3-8a4e-9af4d6ef6894","year":2025},"citing_paper":{"arxiv_id":"2604.11772","last_updated":"2026-04-13T17:41:51Z","snapshot_observed_at":"2026-08-10T21:17:32.287301Z","submitted_at":"2026-04-13T17:41:51Z","title":"Towards Automated Pentesting with Large Language Models","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-05-10T16:11:06.415227Z"},"links":{"cited_paper":"/paper/2505.10066","citing_paper":"/paper/2604.11772"},"observation_digest":"sha256:abc6a484cc10dd6d8b4efc1eb0a8150ac8697c48d9f23b6da9a1f74f83f84d61","observation_id":"febcae5d-927b-49ec-9aa7-8e72df247343","resolution":{"observed_at":"2026-05-11T09:11:04.158470Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2505.10066","last_updated":"2025-05-15T08:07:04Z","snapshot_observed_at":"2026-08-17T15:42:05.073000Z","submitted_at":"2025-05-15T08:07:04Z","title":"Dark LLMs: The Growing Threat of Unaligned AI Models","version":1},"cited_work":{"arxiv_id":"2505.10066","doi":"10.48550/arxiv.2505.10066","metadata_source":"arxiv_reference","pith_arxiv_id":"2505.10066","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"arXiv preprint arXiv:2505.10066 (2025), https://arxiv.org/ abs/2505.10066","venue":"ArXiv.org","work_id":"65f34798-2de2-41e3-8a4e-9af4d6ef6894","year":2025},"citing_paper":{"arxiv_id":"2606.28526","last_updated":"2026-06-26T18:21:58Z","snapshot_observed_at":"2026-08-17T08:56:00.363982Z","submitted_at":"2026-06-26T18:21:58Z","title":"A French OSCE Dialogue Dataset and Controllable Virtual Patient System for Clinical Training","version":1},"reference_index":83,"source":"arxiv_source","source_observed_at":"2026-06-30T01:29:19.877774Z"},"links":{"cited_paper":"/paper/2505.10066","citing_paper":"/paper/2606.28526"},"observation_digest":"sha256:5cccec4fc075edc2059addecd5e0f5e1459e7a9b0d733b7e12972689c7b24349","observation_id":"9cc831f3-f1bd-4d65-98f0-d01746f8928d","resolution":{"observed_at":"2026-06-30T01:34:09.666251Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2505.10066/citation-record","integrity":"/paper/2505.10066/integrity","json":"/paper/2505.10066/citation-record.json","paper":"/paper/2505.10066"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T21:19:25.987634Z","title":"Chatgpt hits 800 million users after viral surge, April 2025","venue":null,"work_id":"a6cf3c98-f603-456a-a42f-cf806f8f522c","year":2025},"citing_paper":{"arxiv_id":"2505.10066","last_updated":"2025-05-15T08:07:04Z","snapshot_observed_at":"2026-08-17T15:42:05.073000Z","submitted_at":"2025-05-15T08:07:04Z","title":"Dark LLMs: The Growing Threat of Unaligned AI Models","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-15T21:19:25.635934Z"},"links":{"citing_paper":"/paper/2505.10066"},"observation_digest":"sha256:d949e7857e929d48dfde2b43f3ffb5d2ace0c47b457ed67717d009d5f5aa755e","observation_id":"526b8a76-e688-473f-bda6-f60e79e5cb11","resolution":{"observed_at":"2026-08-15T21:19:25.991168Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T21:19:25.977467Z","title":"Meta’s llama ai model adoption","venue":null,"work_id":"83cdb474-8f1d-442c-950c-a85b4fc4619f","year":2025},"citing_paper":{"arxiv_id":"2505.10066","last_updated":"2025-05-15T08:07:04Z","snapshot_observed_at":"2026-08-17T15:42:05.073000Z","submitted_at":"2025-05-15T08:07:04Z","title":"Dark LLMs: The Growing Threat of Unaligned AI Models","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-15T21:19:25.639991Z"},"links":{"citing_paper":"/paper/2505.10066"},"observation_digest":"sha256:c77b348acdbba441ac6cc9e37840e5cbdc6c0583fc37d59222799fddb67d88fc","observation_id":"50c4d3c7-7814-4666-a4cb-6dc5c38e1122","resolution":{"observed_at":"2026-08-15T21:19:25.980919Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T21:19:25.966851Z","title":"Baidu’s ernie bot user base","venue":null,"work_id":"35afb0c9-e9b0-4511-b22d-f5c67afd6869","year":2024},"citing_paper":{"arxiv_id":"2505.10066","last_updated":"2025-05-15T08:07:04Z","snapshot_observed_at":"2026-08-17T15:42:05.073000Z","submitted_at":"2025-05-15T08:07:04Z","title":"Dark LLMs: The Growing Threat of Unaligned AI Models","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-15T21:19:25.643455Z"},"links":{"citing_paper":"/paper/2505.10066"},"observation_digest":"sha256:7cea09c5343c3c390573e48271cd3cca4850bf5b19db7b4d301dd0a30e8e71fd","observation_id":"6763cafc-0b51-49f9-a617-b444028212d3","resolution":{"observed_at":"2026-08-15T21:19:25.970548Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.18025","last_updated":"2024-11-11T19:14:13Z","snapshot_observed_at":"2026-08-19T04:29:23.017047Z","submitted_at":"2024-02-28T03:44:01Z","title":"Hire a Linguist!: Learning Endangered Languages with In-Context Linguistic Descriptions","version":2},"cited_work":{"arxiv_id":"2402.18025","doi":null,"metadata_source":"pith","pith_arxiv_id":"2402.18025","snapshot_observed_at":"2026-08-15T21:19:25.855212Z","title":"Hire a Linguist!: Learning Endangered Languages with In-Context Linguistic Descriptions","venue":"cs.CL","work_id":"8c55a6e0-38eb-493f-9fcf-17eba83a9293","year":2024},"citing_paper":{"arxiv_id":"2505.10066","last_updated":"2025-05-15T08:07:04Z","snapshot_observed_at":"2026-08-17T15:42:05.073000Z","submitted_at":"2025-05-15T08:07:04Z","title":"Dark LLMs: The Growing Threat of Unaligned AI Models","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-15T21:19:25.647657Z"},"links":{"cited_paper":"/paper/2402.18025","citing_paper":"/paper/2505.10066"},"observation_digest":"sha256:d07f40d22582631b1944c63de66a836905a408b22dda865efebc16b1ee681f51","observation_id":"ee650563-44df-4249-84f7-85d422c303a1","resolution":{"observed_at":"2026-08-15T21:19:25.862138Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T21:19:25.955890Z","title":"Advancing personalized medicine: A scalable llm-based recommender system for patient matching","venue":null,"work_id":"a00ba3c4-e8c6-450e-937e-9f1dc514d839","year":2024},"citing_paper":{"arxiv_id":"2505.10066","last_updated":"2025-05-15T08:07:04Z","snapshot_observed_at":"2026-08-17T15:42:05.073000Z","submitted_at":"2025-05-15T08:07:04Z","title":"Dark LLMs: The Growing Threat of Unaligned AI Models","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-15T21:19:25.651788Z"},"links":{"citing_paper":"/paper/2505.10066"},"observation_digest":"sha256:1ce63c54aa6c6b897eb15df34bb3a9dc2f17ad234269bc80d95b8fcbb14415fc","observation_id":"d66c35b1-2486-4343-83c1-e20f34d094cb","resolution":{"observed_at":"2026-08-15T21:19:25.959547Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T21:19:25.655375Z","title":"What features in prompts jailbreak llms? investigating the mechanisms behind attacks","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.10066","last_updated":"2025-05-15T08:07:04Z","snapshot_observed_at":"2026-08-17T15:42:05.073000Z","submitted_at":"2025-05-15T08:07:04Z","title":"Dark LLMs: The Growing Threat of Unaligned AI Models","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-15T21:19:25.655375Z"},"links":{"citing_paper":"/paper/2505.10066"},"observation_digest":"sha256:d5acce169aa56a5e7e2ca364bcaa8db15950a7e4c1aed8d70baa49883979f0da","observation_id":"84144b07-81f2-43dc-bf04-205f9f0c53ad","resolution":{"observed_at":"2026-08-15T21:19:25.655375Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.04295","last_updated":"2024-08-30T11:57:47Z","snapshot_observed_at":"2026-08-12T17:45:10.384900Z","submitted_at":"2024-07-05T06:57:30Z","title":"Jailbreak Attacks and Defenses Against Large Language Models: A Survey","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.04295","snapshot_observed_at":"2026-08-15T21:19:25.658916Z","title":"Jailbreak attacks and defenses against large language models: A survey","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.10066","last_updated":"2025-05-15T08:07:04Z","snapshot_observed_at":"2026-08-17T15:42:05.073000Z","submitted_at":"2025-05-15T08:07:04Z","title":"Dark LLMs: The Growing Threat of Unaligned AI Models","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-15T21:19:25.658916Z"},"links":{"cited_paper":"/paper/2407.04295","citing_paper":"/paper/2505.10066"},"observation_digest":"sha256:7216cab3dc8127f33543e3ec0f32ff83c13d520e9dae248234024a9af8c76914","observation_id":"e295d2a6-a287-47b3-8c4d-79ce7bfbeff3","resolution":{"observed_at":"2026-08-15T21:19:25.658916Z","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":"2026-08-15T21:19:25.944805Z","title":"The dark side of generative ai: Five malicious llms found on the dark web","venue":null,"work_id":"1d35f41a-3545-424f-bd34-1a8e59f9ccd0","year":2023},"citing_paper":{"arxiv_id":"2505.10066","last_updated":"2025-05-15T08:07:04Z","snapshot_observed_at":"2026-08-17T15:42:05.073000Z","submitted_at":"2025-05-15T08:07:04Z","title":"Dark LLMs: The Growing Threat of Unaligned AI Models","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-15T21:19:25.663265Z"},"links":{"citing_paper":"/paper/2505.10066"},"observation_digest":"sha256:c6175e971deb17002f20276699e7e2cb1cb6e751c7c92ce69b27c8f09ef622b7","observation_id":"b35bd4f3-8147-49a8-8a53-6719a2675282","resolution":{"observed_at":"2026-08-15T21:19:25.948175Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T21:19:25.934048Z","title":"Malicious ai: The rise of dark llms","venue":null,"work_id":"f02f13fd-a855-4ba6-a18c-3f31926b5c8a","year":2024},"citing_paper":{"arxiv_id":"2505.10066","last_updated":"2025-05-15T08:07:04Z","snapshot_observed_at":"2026-08-17T15:42:05.073000Z","submitted_at":"2025-05-15T08:07:04Z","title":"Dark LLMs: The Growing Threat of Unaligned AI Models","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-15T21:19:25.666583Z"},"links":{"citing_paper":"/paper/2505.10066"},"observation_digest":"sha256:fcf635d9d68c495a0991b79064d00e9bc7f2e0a4e4f230447d0bd2e768ab8f72","observation_id":"2d05f042-09f3-4fb6-9a3a-e90f295f879b","resolution":{"observed_at":"2026-08-15T21:19:25.937878Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T21:19:25.923619Z","title":"Wildteaming at scale: From in-the-wild jailbreaks to (adversarially) safer language models","venue":null,"work_id":"b085e682-ccd5-4644-b915-4a6a83965204","year":2024},"citing_paper":{"arxiv_id":"2505.10066","last_updated":"2025-05-15T08:07:04Z","snapshot_observed_at":"2026-08-17T15:42:05.073000Z","submitted_at":"2025-05-15T08:07:04Z","title":"Dark LLMs: The Growing Threat of Unaligned AI Models","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-15T21:19:25.669673Z"},"links":{"citing_paper":"/paper/2505.10066"},"observation_digest":"sha256:28f0fc5899266b001016486e3e8f5a9508a43df01158912e1c07dc7fa1e04a20","observation_id":"5e0aee89-0335-481c-a8ef-86f20866306c","resolution":{"observed_at":"2026-08-15T21:19:25.927273Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T21:19:25.913486Z","title":"Deepseek failed over half of the jailbreak tests by qualys tota- lai","venue":null,"work_id":"334c7fb1-b026-485f-9639-368827a5f072","year":2025},"citing_paper":{"arxiv_id":"2505.10066","last_updated":"2025-05-15T08:07:04Z","snapshot_observed_at":"2026-08-17T15:42:05.073000Z","submitted_at":"2025-05-15T08:07:04Z","title":"Dark LLMs: The Growing Threat of Unaligned AI Models","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-15T21:19:25.673270Z"},"links":{"citing_paper":"/paper/2505.10066"},"observation_digest":"sha256:5c615d9250d0e59c69010fc5df6c6ba118eeb169e0748509b63e23c36961ff3d","observation_id":"a2fcef8e-0cb0-4c5a-80df-92ef644e1d16","resolution":{"observed_at":"2026-08-15T21:19:25.917025Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T21:19:25.902652Z","title":"Novel universal bypass for all major llms","venue":null,"work_id":"3b67a453-3af4-4879-9505-827d22bd78a6","year":null},"citing_paper":{"arxiv_id":"2505.10066","last_updated":"2025-05-15T08:07:04Z","snapshot_observed_at":"2026-08-17T15:42:05.073000Z","submitted_at":"2025-05-15T08:07:04Z","title":"Dark LLMs: The Growing Threat of Unaligned AI Models","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-15T21:19:25.676495Z"},"links":{"citing_paper":"/paper/2505.10066"},"observation_digest":"sha256:55851c028ac2c6d353fe8deb672dbc30269475cada96ed2b8ce844e02fb07b67","observation_id":"24d8d759-f6c6-496c-a1d7-2471f9d9ceaa","resolution":{"observed_at":"2026-08-15T21:19:25.906333Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-15T21:19:25.886485Z","title":"Welcome to llmflation – llm inference cost is going down fast","venue":null,"work_id":"3fc212c8-95a7-42b2-801a-d2a766c13833","year":2024},"citing_paper":{"arxiv_id":"2505.10066","last_updated":"2025-05-15T08:07:04Z","snapshot_observed_at":"2026-08-17T15:42:05.073000Z","submitted_at":"2025-05-15T08:07:04Z","title":"Dark LLMs: The Growing Threat of Unaligned AI Models","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-15T21:19:25.683348Z"},"links":{"citing_paper":"/paper/2505.10066"},"observation_digest":"sha256:a32c18878e657442e4c21820899c45ad0aaa5ec5de9dbeff084e2a2451122ac7","observation_id":"b590f95d-36cd-41a6-816d-1c196b006415","resolution":{"observed_at":"2026-08-15T21:19:25.890176Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2307.09793","last_updated":"2023-07-19T07:17:43Z","snapshot_observed_at":"2026-08-19T09:05:50.374099Z","submitted_at":"2023-07-19T07:17:43Z","title":"On the Origin of LLMs: An Evolutionary Tree and Graph for 15,821 Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.09793","snapshot_observed_at":"2026-08-15T21:19:25.686499Z","title":"On the origin of llms: An evolutionary tree and graph for 15,821 large language models","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.10066","last_updated":"2025-05-15T08:07:04Z","snapshot_observed_at":"2026-08-17T15:42:05.073000Z","submitted_at":"2025-05-15T08:07:04Z","title":"Dark LLMs: The Growing Threat of Unaligned AI Models","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-15T21:19:25.686499Z"},"links":{"cited_paper":"/paper/2307.09793","citing_paper":"/paper/2505.10066"},"observation_digest":"sha256:81c434376afea69c8e057536c18a7837fb3dfd4d59492356cbf535f9d40fb8f0","observation_id":"74be7f4e-5d71-42c3-a72a-ac476bcdb8bc","resolution":{"observed_at":"2026-08-15T21:19:25.686499Z","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":"2026-08-15T21:19:25.875336Z","title":"Hackers ’jailbreak’ powerful ai models in global effort to highlight flaws","venue":null,"work_id":"330d2a28-3b8e-4445-92ca-1e85755b2a27","year":null},"citing_paper":{"arxiv_id":"2505.10066","last_updated":"2025-05-15T08:07:04Z","snapshot_observed_at":"2026-08-17T15:42:05.073000Z","submitted_at":"2025-05-15T08:07:04Z","title":"Dark LLMs: The Growing Threat of Unaligned AI Models","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-15T21:19:25.690014Z"},"links":{"citing_paper":"/paper/2505.10066"},"observation_digest":"sha256:31100673523c545f5a3c74023fa86f2906fcf82fa35530966fc4cb41a33065af","observation_id":"989aadc5-162b-4e19-9067-f810aa150226","resolution":{"observed_at":"2026-08-15T21:19:25.879008Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2404.02151","last_updated":"2025-04-17T18:55:45Z","snapshot_observed_at":"2026-08-16T14:04:12.947538Z","submitted_at":"2024-04-02T17:58:27Z","title":"Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.02151","snapshot_observed_at":"2026-08-15T21:19:25.696225Z","title":"Jailbreaking leading safety-aligned llms with simple adaptive attacks","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.10066","last_updated":"2025-05-15T08:07:04Z","snapshot_observed_at":"2026-08-17T15:42:05.073000Z","submitted_at":"2025-05-15T08:07:04Z","title":"Dark LLMs: The Growing Threat of Unaligned AI Models","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-15T21:19:25.696225Z"},"links":{"cited_paper":"/paper/2404.02151","citing_paper":"/paper/2505.10066"},"observation_digest":"sha256:5e6074748581503d8223a0a503248387503435af3bbfaf99dfb64bc3c9fcd13c","observation_id":"ab6f2dfe-f301-4460-921f-166cbd399a42","resolution":{"observed_at":"2026-08-15T21:19:25.696225Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.09638","last_updated":"2025-05-29T06:12:00Z","snapshot_observed_at":"2026-08-17T14:45:07.984864Z","submitted_at":"2025-02-09T20:49:16Z","title":"Jailbreaking to Jailbreak","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.09638","snapshot_observed_at":"2026-08-15T21:19:25.699712Z","title":"Jailbreaking to jailbreak","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.10066","last_updated":"2025-05-15T08:07:04Z","snapshot_observed_at":"2026-08-17T15:42:05.073000Z","submitted_at":"2025-05-15T08:07:04Z","title":"Dark LLMs: The Growing Threat of Unaligned AI Models","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-15T21:19:25.699712Z"},"links":{"cited_paper":"/paper/2502.09638","citing_paper":"/paper/2505.10066"},"observation_digest":"sha256:3b83121d76a95179b74e2b1f228c38bbc9cfb81fb7dc8da3e3886e9f9a23a27c","observation_id":"3b6d552b-b570-4ceb-8dbb-92b0803d671e","resolution":{"observed_at":"2026-08-15T21:19:25.699712Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.07724","last_updated":"2024-12-16T20:27:36Z","snapshot_observed_at":"2026-08-14T13:29:11.901741Z","submitted_at":"2024-12-10T18:17:02Z","title":"Granite Guardian","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.07724","snapshot_observed_at":"2026-08-15T21:19:25.702916Z","title":"Granite guardian","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.10066","last_updated":"2025-05-15T08:07:04Z","snapshot_observed_at":"2026-08-17T15:42:05.073000Z","submitted_at":"2025-05-15T08:07:04Z","title":"Dark LLMs: The Growing Threat of Unaligned AI Models","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-15T21:19:25.702916Z"},"links":{"cited_paper":"/paper/2412.07724","citing_paper":"/paper/2505.10066"},"observation_digest":"sha256:39a85f9510ecc48f47d999ab5c9a6a6b62d8ef9cd5b25d185f88e679a4724c9d","observation_id":"9db93a84-fa5b-4383-ab6d-be8d78f5a327","resolution":{"observed_at":"2026-08-15T21:19:25.702916Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2505.03574","last_updated":"2025-05-06T14:34:21Z","snapshot_observed_at":"2026-08-15T23:45:54.048231Z","submitted_at":"2025-05-06T14:34:21Z","title":"LlamaFirewall: An open source guardrail system for building secure AI agents","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.03574","snapshot_observed_at":"2026-08-15T21:19:25.706956Z","title":"Llamafirewall: An open source guardrail system for building secure ai agents","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.10066","last_updated":"2025-05-15T08:07:04Z","snapshot_observed_at":"2026-08-17T15:42:05.073000Z","submitted_at":"2025-05-15T08:07:04Z","title":"Dark LLMs: The Growing Threat of Unaligned AI Models","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-15T21:19:25.706956Z"},"links":{"cited_paper":"/paper/2505.03574","citing_paper":"/paper/2505.10066"},"observation_digest":"sha256:362d8b9042c83889a5dff8ba552f24580caff0a46c5a1ba22d45eb63910ea0dc","observation_id":"037adf00-5550-4e54-9bb4-f01a6832ddc4","resolution":{"observed_at":"2026-08-15T21:19:25.706956Z","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":"2026-08-15T21:19:25.710595Z","title":"Rethinking machine unlearning for large language models","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.10066","last_updated":"2025-05-15T08:07:04Z","snapshot_observed_at":"2026-08-17T15:42:05.073000Z","submitted_at":"2025-05-15T08:07:04Z","title":"Dark LLMs: The Growing Threat of Unaligned AI Models","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-15T21:19:25.710595Z"},"links":{"citing_paper":"/paper/2505.10066"},"observation_digest":"sha256:b66db5ac214aebe735340f25997be20544c2ba3596fff99fa58f195dcf5943f1","observation_id":"93341511-8514-45aa-a332-3c71ed0ca3ab","resolution":{"observed_at":"2026-08-15T21:19:25.710595Z","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":"2026-08-15T21:19:25.693229Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.10066","last_updated":"2025-05-15T08:07:04Z","snapshot_observed_at":"2026-08-17T15:42:05.073000Z","submitted_at":"2025-05-15T08:07:04Z","title":"Dark LLMs: The Growing Threat of Unaligned AI Models","version":1},"reference_index":2024,"source":"pdf_text","source_observed_at":"2026-08-15T21:19:25.693229Z"},"links":{"citing_paper":"/paper/2505.10066"},"observation_digest":"sha256:dd4f08d56cf3a08e52c7606bcfcd27d888bc6ad5334cd7bedede60e91acf193c","observation_id":"6baa4cae-d2c5-4dff-9178-3e589400c1e6","resolution":{"observed_at":"2026-08-15T21:19:25.693229Z","resolver_source":null,"status":"parse_uncertain"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2505.10066","last_updated":"2025-05-15T08:07:04Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-17T15:42:05.073000Z","submitted_at":"2025-05-15T08:07:04Z","title":"Dark LLMs: The Growing Threat of Unaligned AI Models"},"reference_resolution":{"displayed":21,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":1,"unresolved":8,"verified_exact":1,"verified_fuzzy":11},"total_outbound_references":21},"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":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"thesis":"As of 19 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 2 inbound Pith citation observations for arXiv:2505.10066."}