{"as_of":"2026-08-06T12:43:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:83461807e7381b33a1ed8bd5ecce40f22ed6805b887087b85e587029a61b4b16","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":49,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":49,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-06T06:34:29.942622+00:00","state":"measured"},{"denominator":49,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":49,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-05T12:30:16.459422Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":1,"source":"pith","source_observed_at":"2026-08-05T02:28:24.338817Z","state":"measured"}],"external_citation_measurements":[{"count":3,"observed_at":"2026-08-05T02:28:24.338817Z","source":"pith"}],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T12:30:16.459422Z","title":"On-device language models: A comprehensive review,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.01551","last_updated":"2025-09-01T15:28:11Z","snapshot_observed_at":"2026-08-05T12:30:15.672944Z","submitted_at":"2025-09-01T15:28:11Z","title":"Cloud-Device Collaborative Agents for Sequential Recommendation","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-05T12:30:16.459422Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2509.01551"},"observation_digest":"sha256:7003a3d83516f0df2efd3f2da9f8b753f918d88fac4363464e6898fb4053dae0","observation_id":"73571241-37fd-425f-88a4-b11211bcc959","resolution":{"observed_at":"2026-08-05T12:30:16.459422Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T11:39:14.141730Z","title":"On-device language models: A comprehensive review,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.02411","last_updated":"2025-09-02T15:19:57Z","snapshot_observed_at":"2026-08-06T08:30:26.987001Z","submitted_at":"2025-09-02T15:19:57Z","title":"A Survey: Towards Privacy and Security in Mobile Large Language Models","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-05T11:39:14.141730Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2509.02411"},"observation_digest":"sha256:2a265db07b80cf83d7b45b1946bac00412e791c204055ac598de5f8b6e05c56c","observation_id":"aeb0c5f9-d818-47d4-a2df-fddfd97fc564","resolution":{"observed_at":"2026-08-05T11:39:14.141730Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-04T19:55:04.186666Z","title":"On-device language models: A comprehensive review,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.08995","last_updated":"2025-09-10T20:43:08Z","snapshot_observed_at":"2026-08-05T19:29:54.530137Z","submitted_at":"2025-09-10T20:43:08Z","title":"When FinTech Meets Privacy: Securing Financial LLMs with Differential Private Fine-Tuning","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-04T19:55:04.186666Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2509.08995"},"observation_digest":"sha256:90f44c59891b72a90f4d8ced2951a285c275724a64b9cb5efdeda0de64384967","observation_id":"eda67d51-fe06-43ee-9f29-c011b456bff1","resolution":{"observed_at":"2026-08-04T19:55:04.186666Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-04T19:48:46.393431Z","title":"On-device language models: A comprehensive review,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.09097","last_updated":"2025-09-11T02:16:34Z","snapshot_observed_at":"2026-08-06T08:01:16.387173Z","submitted_at":"2025-09-11T02:16:34Z","title":"DP-FedLoRA: Privacy-Enhanced Federated Fine-Tuning for On-Device Large Language Models","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-04T19:48:46.393431Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2509.09097"},"observation_digest":"sha256:b295b1bedf8b34274e5a4eee7465dd54e302a515cc975f7be35b75109eeefcb5","observation_id":"8726674d-8ac2-4abe-aa70-3c4ab450654c","resolution":{"observed_at":"2026-08-04T19:48:46.393431Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-04T19:45:52.549364Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.09103","last_updated":"2025-09-11T02:29:19Z","snapshot_observed_at":"2026-08-04T19:45:49.053745Z","submitted_at":"2025-09-11T02:29:19Z","title":"AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-04T19:45:52.549364Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2509.09103"},"observation_digest":"sha256:03c3008e2403aed40e6512df1b0f63ef41443ff91d97bbdb5abb3769974ab979","observation_id":"d5155009-e54e-4386-9b78-8b7a5bede89d","resolution":{"observed_at":"2026-08-04T19:45:52.549364Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-04T20:47:45.773840Z","title":"On-device language models: A comprehensive review","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.10561","last_updated":"2025-09-10T07:59:01Z","snapshot_observed_at":"2026-08-05T08:08:15.132638Z","submitted_at":"2025-09-10T07:59:01Z","title":"AVEC: Bootstrapping Privacy for Local LLMs","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-04T20:47:45.773840Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2509.10561"},"observation_digest":"sha256:286b45468a01dc9199e0b2c60c88247b59d9f199e6757b7ac23b2db54cc3d677","observation_id":"563cd81c-8614-4883-a62c-3d1f055f82b6","resolution":{"observed_at":"2026-08-04T20:47:45.773840Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-04T14:43:55.645299Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2509.24050","last_updated":"2026-05-23T21:20:59Z","snapshot_observed_at":"2026-08-06T03:29:44.765822Z","submitted_at":"2025-09-28T19:48:56Z","title":"Bridging On-Device and Cloud LLMs for Collaborative Reasoning: A Unified Methodology for Local Routing and Post-Training","version":4},"reference_index":1992,"source":"pdf_text","source_observed_at":"2026-08-04T14:43:55.645299Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2509.24050"},"observation_digest":"sha256:2ea7e2b4e3596606b9a1690dc86a6737ca88049cbe4c7e39ed77dab5d5588a60","observation_id":"26c784c6-9798-4e4f-ad24-e1fb01660bab","resolution":{"observed_at":"2026-08-04T14:43:55.645299Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2509.24730","last_updated":"2026-08-04T20:38:26Z","snapshot_observed_at":"2026-08-06T12:28:03.596081Z","submitted_at":"2025-09-29T12:56:09Z","title":"Diamonds in the rough: Transforming SPARCs of imagination into a game concept by leveraging medium sized LLMs","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-05-21T22:00:10.436235Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2509.24730"},"observation_digest":"sha256:44121bf082085456f832da856f45db21cf363a894c3f50fcc7705505565fdbb2","observation_id":"44b4ce44-cb2e-472b-9d5d-ab413d49844e","resolution":{"observed_at":"2026-05-21T22:00:41.355108Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2510.02657","last_updated":"2026-01-16T01:29:15Z","snapshot_observed_at":"2026-07-06T22:31:35.666707Z","submitted_at":"2025-10-03T01:26:13Z","title":"Less LLM, More Documents: Searching for Improved RAG","version":3},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-05-18T11:13:01.397197Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2510.02657"},"observation_digest":"sha256:f1be388deb8f60724747331c70528cb3f9bd91e8997d66c8149e67ed4995be88","observation_id":"679d7839-d8da-424b-875f-f06a280bbb86","resolution":{"observed_at":"2026-05-18T11:16:19.178310Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2512.10371","last_updated":"2026-05-08T09:40:02Z","snapshot_observed_at":"2026-07-06T22:38:40.044448Z","submitted_at":"2025-12-11T07:37:38Z","title":"AgentProg: Empowering Long-Horizon GUI Agents with Program-Guided Context Management","version":2},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-05-16T23:42:25.086602Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2512.10371"},"observation_digest":"sha256:c7942ff3503c4889c0a57ea8fee9fe9eacfb241136e1d19934118ad95d2edc1c","observation_id":"e5f69c50-d50a-4f33-9c5f-672c1b88ae9f","resolution":{"observed_at":"2026-05-16T23:43:42.260755Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2602.05902","last_updated":"2026-05-08T19:18:18Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2026-02-05T17:18:02Z","title":"CoreQ: Learning-Free Mismatch Correction and Successive Rounding for Quantization","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-05-16T06:51:18.629467Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2602.05902"},"observation_digest":"sha256:3eef51c7b5b45fe0507bb3764dbae7df6f8b44080dcf235b48825c80ec3e6c7b","observation_id":"00527d33-a3c0-400b-bb4b-16706688fc4c","resolution":{"observed_at":"2026-05-16T06:52:28.384853Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":2},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-05-15T14:21:53.325788Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:893639c39833f1817c7dab8ccc6b5d92a6c83f4f89fbd1834ee32581ff467adf","observation_id":"b19c019f-0dfe-4460-a316-9bb50a809298","resolution":{"observed_at":"2026-05-15T14:25:55.534567Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:802bbc56077d83a69519307dc776b5eeaa3ca2f7846b0be02f2f7c01592c18b9","observation_id":"ecd917d8-aa79-4fbc-b3c4-d03f01274ada","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2604.17002","last_updated":"2026-04-18T14:18:13Z","snapshot_observed_at":"2026-07-06T23:04:10.324443Z","submitted_at":"2026-04-18T14:18:13Z","title":"Intelligent Drill-Down: Large Language Model-Driven Drill-Down Technique for Human-AI Collaborative Visual Exploration","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-05-10T06:37:21.309366Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2604.17002"},"observation_digest":"sha256:586e2084ad2ca0e2af2da312b893568fc0b771b10287101a8d221bd783e391b2","observation_id":"18ee206e-7965-4328-9389-b8a22807ca13","resolution":{"observed_at":"2026-05-10T06:41:36.844169Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2604.17227","last_updated":"2026-04-19T03:20:30Z","snapshot_observed_at":"2026-07-06T23:04:23.730478Z","submitted_at":"2026-04-19T03:20:30Z","title":"Cloud-native and Distributed Systems for Efficient and Scalable Large Language Models -- A Research Agenda","version":1},"reference_index":146,"source":"pdf_text","source_observed_at":"2026-05-10T06:27:23.580445Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2604.17227"},"observation_digest":"sha256:7b49df851e0a5fe7cb3109b33cf3fb2455c153ff352938b199d3df05ba48553c","observation_id":"09859ff1-2cc4-43c3-b615-e2044dd107bf","resolution":{"observed_at":"2026-05-10T06:31:30.802322Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2604.17459","last_updated":"2026-04-19T14:19:28Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2026-04-19T14:19:28Z","title":"Transparent and Controllable Recommendation Filtering via Multimodal Multi-Agent Collaboration","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-05-10T05:54:27.774802Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2604.17459"},"observation_digest":"sha256:25eec0aca6b535ea61e091c3e73d90f41c7de8362aca6cfad0d5cd7c470207ae","observation_id":"84f0e460-b68e-469c-b87e-dd7b184317ed","resolution":{"observed_at":"2026-05-10T05:56:11.120374Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2604.17701","last_updated":"2026-04-20T01:29:56Z","snapshot_observed_at":"2026-08-02T10:10:30.344082Z","submitted_at":"2026-04-20T01:29:56Z","title":"WISV: Wireless-Informed Semantic Verification for Distributed Speculative Decoding in Device-Edge LLM Inference","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-10T04:33:28.537449Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2604.17701"},"observation_digest":"sha256:4a8f587093cc2f8cdf0aaf4ba6523cdd9206ed9452b560968090f95c31c2f794","observation_id":"38e8d9a4-982e-4b53-8bd9-53d372914139","resolution":{"observed_at":"2026-05-10T12:25:22.809144Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2604.17817","last_updated":"2026-04-20T05:15:14Z","snapshot_observed_at":"2026-07-06T23:04:50.935335Z","submitted_at":"2026-04-20T05:15:14Z","title":"Do LLMs Need to See Everything? A Benchmark and Study of Failures in LLM-driven Smartphone Automation using Screentext vs. Screenshots","version":1},"reference_index":75,"source":"pdf_text","source_observed_at":"2026-05-10T04:42:21.843629Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2604.17817"},"observation_digest":"sha256:393e7dabaa9683797f589fe5e24687735267c01d473a744fa12a1030843ae079","observation_id":"111793bf-104b-483e-871f-327bad79287d","resolution":{"observed_at":"2026-05-10T12:00:22.369376Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2604.22906","last_updated":"2026-04-24T16:56:53Z","snapshot_observed_at":"2026-08-06T08:01:38.096740Z","submitted_at":"2026-04-24T16:56:53Z","title":"Network Edge Inference for Large Language Models: Principles, Techniques, and Opportunities","version":1},"reference_index":176,"source":"pdf_text","source_observed_at":"2026-05-08T09:45:57.201837Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2604.22906"},"observation_digest":"sha256:d8c4935b602c6e1ce3c6fabd8f05a82e5f24fbd7a49a88db0d327837d1bbe282","observation_id":"b04181b6-2ae9-43b2-8041-c4ffeea49d51","resolution":{"observed_at":"2026-05-11T20:16:10.289919Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2604.25698","last_updated":"2026-07-07T03:27:09Z","snapshot_observed_at":"2026-08-03T13:06:29.040293Z","submitted_at":"2026-04-28T14:24:58Z","title":"Reference-Augmented Learning for Precise Tracking Policy of Tendon-Driven Continuum Robots","version":2},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-07-01T08:53:21.013613Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2604.25698"},"observation_digest":"sha256:a8abfd4e3c277c94a7384c1646365d96915665cda0e6ce0e0e35f6dd4797ffa9","observation_id":"d6ac15f7-9ddd-40f1-be4b-86098d02dfa5","resolution":{"observed_at":"2026-07-01T08:55:34.768990Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2604.25699","last_updated":"2026-08-04T17:18:30Z","snapshot_observed_at":"2026-08-06T12:24:59.868256Z","submitted_at":"2026-04-28T14:26:22Z","title":"NVLLM: A 3D NAND-Centric Architecture Enabling Edge on-Device LLM Inference","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-05-07T14:14:33.939889Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2604.25699"},"observation_digest":"sha256:4d5b0380569ed79956281f7d764bcd6703ac696356b7c7eaf9dc6032250f9684","observation_id":"fe2f8ffa-288a-4a1f-8cf2-2c66bed39b62","resolution":{"observed_at":"2026-05-12T00:46:13.408244Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2604.25975","last_updated":"2026-04-28T12:28:04Z","snapshot_observed_at":"2026-07-06T23:11:43.764239Z","submitted_at":"2026-04-28T12:28:04Z","title":"Rethinking KV Cache Eviction via a Unified Information-Theoretic Objective","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-05-07T16:41:23.234607Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2604.25975"},"observation_digest":"sha256:207659a633da0e443a69a6459a620a28073157c749a77f147a29f9293cf27c0d","observation_id":"84734915-f650-4437-9d73-f31a3317e6cd","resolution":{"observed_at":"2026-05-11T23:36:24.183962Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2605.03804","last_updated":"2026-05-25T09:25:01Z","snapshot_observed_at":"2026-08-03T00:40:33.519996Z","submitted_at":"2026-05-05T14:30:30Z","title":"ScrapMem: A Bio-inspired Framework for On-device Personalized Agent Memory via Optical Forgetting","version":1},"reference_index":84,"source":"arxiv_source","source_observed_at":"2026-05-07T16:23:51.056799Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2605.03804"},"observation_digest":"sha256:7f2afcbd6a58db29a86f0ea7a487a2976ce8852ab37e3c99bc25dddca5a7b61d","observation_id":"00af371f-39ee-45ab-a297-4eeef3f98f0d","resolution":{"observed_at":"2026-05-11T23:41:20.116186Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2605.03804","last_updated":"2026-05-25T09:25:01Z","snapshot_observed_at":"2026-08-03T00:40:33.519996Z","submitted_at":"2026-05-05T14:30:30Z","title":"ScrapMem: A Bio-inspired Framework for On-device Personalized Agent Memory via Optical Forgetting","version":2},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-07-01T00:09:19.474642Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2605.03804"},"observation_digest":"sha256:1dbb361b04c1a506be0bd7a8b82cdc9d64a49cfe30d5d6dceac250d717941a27","observation_id":"2a56acca-304b-4624-b1e9-7f807dbd8b34","resolution":{"observed_at":"2026-07-01T00:15:09.374853Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2605.04726","last_updated":"2026-05-06T10:20:44Z","snapshot_observed_at":"2026-08-05T04:29:09.220775Z","submitted_at":"2026-05-06T10:20:44Z","title":"RecGPT-Mobile: On-Device Large Language Models for User Intent Understanding in Taobao Feed Recommendation","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-05-08T16:28:47.356432Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2605.04726"},"observation_digest":"sha256:e30b6d16218681177e847a2db3a96a3b685652036b006383f884a99e25ec8ad3","observation_id":"9cde4a4a-b275-4ef9-b6eb-1df3f31b6460","resolution":{"observed_at":"2026-05-11T18:11:06.383067Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2605.07725","last_updated":"2026-08-03T03:33:59Z","snapshot_observed_at":"2026-08-06T12:17:22.200228Z","submitted_at":"2026-05-08T13:30:42Z","title":"SOD: Step-wise On-policy Distillation for Small Language Model Agents","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-11T02:25:59.056181Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2605.07725"},"observation_digest":"sha256:537e6f24e36905e1ce0601985aff0f9b733ba8a26d41c331ead31aefb9bd96f5","observation_id":"11cae7de-8f7d-42f5-9db1-2518e889257a","resolution":{"observed_at":"2026-05-11T03:40:54.363916Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-04T05:20:44.997987Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2605.07725","last_updated":"2026-08-03T03:33:59Z","snapshot_observed_at":"2026-08-06T12:17:22.200228Z","submitted_at":"2026-05-08T13:30:42Z","title":"SOD: Step-wise On-policy Distillation for Small Language Model Agents","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-04T05:20:44.997987Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2605.07725"},"observation_digest":"sha256:c76519a70c9c53a810219fa0ebd118580c483b353e036da975d2703dcb6546cc","observation_id":"9152400c-152a-45b9-a1ab-03b65c0ac9fb","resolution":{"observed_at":"2026-08-04T05:20:44.997987Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2605.18535","last_updated":"2026-05-18T15:18:29Z","snapshot_observed_at":"2026-07-06T23:29:24.494326Z","submitted_at":"2026-05-18T15:18:29Z","title":"Beyond Scaling: Agents Are Heading to the Edge","version":1},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-05-20T11:51:14.999341Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2605.18535"},"observation_digest":"sha256:c8655c122ae3cb6ac82e82c21f42ff54139928ddce0bca9ac0c5827eb2048624","observation_id":"c915724d-7a18-43b0-8f26-e108753a45d5","resolution":{"observed_at":"2026-05-20T11:53:14.915437Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2605.18831","last_updated":"2026-05-12T22:16:00Z","snapshot_observed_at":"2026-07-06T23:29:38.069295Z","submitted_at":"2026-05-12T22:16:00Z","title":"Towards Discovery of Polymers for Insulin Delivery via Physics-Grounded Agentic Workflows","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-05-20T20:57:53.924259Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2605.18831"},"observation_digest":"sha256:3221336652b1201d4d1cadeab8997e97f9996fc29184439512fc1fbeff9ab28c","observation_id":"62ba849c-62cf-44c4-bd6a-4d73bd3ddddb","resolution":{"observed_at":"2026-05-20T20:59:01.568219Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2605.18831","last_updated":"2026-05-12T22:16:00Z","snapshot_observed_at":"2026-07-06T23:29:38.069295Z","submitted_at":"2026-05-12T22:16:00Z","title":"Towards Discovery of Polymers for Insulin Delivery via Physics-Grounded Agentic Workflows","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-05-20T20:57:53.924259Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2605.18831"},"observation_digest":"sha256:a418d63f315e78001b433d587bb9183f6e9ceda969067c9ace9d0785bc8dbe7a","observation_id":"15e700bb-c5a3-4cf4-ba49-79c38ba63eee","resolution":{"observed_at":"2026-05-20T20:59:01.260927Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2606.03248","last_updated":"2026-06-02T07:10:12Z","snapshot_observed_at":"2026-07-06T23:43:31.629075Z","submitted_at":"2026-06-02T07:10:12Z","title":"Investigating Novice Researchers' Perceptions of Research Privacy Within LLM-Assisted Workflows","version":1},"reference_index":110,"source":"pdf_text","source_observed_at":"2026-06-28T08:46:26.613059Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2606.03248"},"observation_digest":"sha256:26ef790913fec6eba942e48484947ac0b5c889a26a1ac83600c6c5209f2471dc","observation_id":"180ccb81-dbe1-44d0-89e5-5f284d6d1c0f","resolution":{"observed_at":"2026-07-02T04:56:38.550601Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2606.11257","last_updated":"2026-06-09T01:09:00Z","snapshot_observed_at":"2026-07-06T23:50:20.698344Z","submitted_at":"2026-06-09T01:09:00Z","title":"Energy-Efficient On-Device RAG on a Mobile NPU: System Design and Benchmark on Snapdragon X Elite","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-06-27T13:46:46.866049Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2606.11257"},"observation_digest":"sha256:80f7b7c504c8cd4e580c50bb0476754d7f1c14744dd36bba328021c81b381759","observation_id":"5096c325-cecf-4a7a-96fb-014feda1915b","resolution":{"observed_at":"2026-07-03T04:37:37.103326Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2606.18147","last_updated":"2026-06-16T16:45:56Z","snapshot_observed_at":"2026-08-03T00:46:36.791384Z","submitted_at":"2026-06-16T16:45:56Z","title":"WEQA: Wearable hEalth Question Answering with Query-Adaptive Agentic Reasoning","version":1},"reference_index":54,"source":"arxiv_source","source_observed_at":"2026-06-27T00:53:11.223341Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2606.18147"},"observation_digest":"sha256:4d2caeda1e9775dafa43a8ff8f401f37c7a11e03b0b98f55657ce923a85d25a5","observation_id":"5316e669-6c27-44d6-a430-db74a18e4d81","resolution":{"observed_at":"2026-07-03T21:08:58.467799Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2606.23370","last_updated":"2026-07-01T17:07:48Z","snapshot_observed_at":"2026-07-06T23:58:07.236199Z","submitted_at":"2026-06-22T14:05:51Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":1},"reference_index":74,"source":"pdf_text","source_observed_at":"2026-06-26T07:52:24.053501Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2606.23370"},"observation_digest":"sha256:29832f1428ce6dfd58ce9c348535e7ac5ea613ee401718780720ee8149ff43f9","observation_id":"98f8d6cb-7983-4838-b029-10038ff50ed1","resolution":{"observed_at":"2026-07-04T11:39:46.623222Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2606.25115","last_updated":"2026-06-23T19:42:07Z","snapshot_observed_at":"2026-08-02T23:43:10.402150Z","submitted_at":"2026-06-23T19:42:07Z","title":"Forget to Improve: On-Device LLM-Agent Continual Learning via Budget-Curated Memory","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-06-25T23:59:41.565975Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2606.25115"},"observation_digest":"sha256:9f7e4965a0431b81ca11be7ca200f5cb0c917ca9d6fc71cf78d4a021ce81d778","observation_id":"f1075e2a-ce29-4a8d-83f1-7c4c4744cc36","resolution":{"observed_at":"2026-07-04T16:59:59.010383Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2606.28843","last_updated":"2026-06-27T10:05:36Z","snapshot_observed_at":"2026-08-06T01:43:50.220962Z","submitted_at":"2026-06-27T10:05:36Z","title":"The Heterogeneous Safety Impacts of Benign Multilingual Fine-Tuning","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-06-30T09:52:42.862423Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2606.28843"},"observation_digest":"sha256:a1d45213aa3290f70c723f76b16187621e036f27330a9b08268bd00802e6314f","observation_id":"ba58ecce-504a-460a-b172-09b19063e81d","resolution":{"observed_at":"2026-06-30T09:54:34.749525Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2606.29483","last_updated":"2026-07-08T17:45:28Z","snapshot_observed_at":"2026-08-02T01:03:22.161462Z","submitted_at":"2026-06-28T16:27:55Z","title":"Fog Computing and Large Language Models: A vision for mutual beneficiaries","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-06-30T02:10:41.586863Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2606.29483"},"observation_digest":"sha256:49fd421f292e758838e3d80b3ad15b2a49e8018d2748853f5c58a161fe661fdd","observation_id":"fcf38ba8-0221-4614-8ee5-8afb1c9abadf","resolution":{"observed_at":"2026-06-30T02:14:11.463537Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-07-12T10:57:05.448109Z","title":"On-device language models: A comprehen- sive review,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2606.29483","last_updated":"2026-07-08T17:45:28Z","snapshot_observed_at":"2026-08-02T01:03:22.161462Z","submitted_at":"2026-06-28T16:27:55Z","title":"Fog Computing and Large Language Models: A vision for mutual beneficiaries","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-07-12T10:57:05.448109Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2606.29483"},"observation_digest":"sha256:afe8ca3cbab99c21669e17e527b43fa6b2f396e63c939439fbf28123368f7e1f","observation_id":"448e6820-7a44-4572-bb2a-b344fdd92cba","resolution":{"observed_at":"2026-07-12T10:57:05.448109Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-07-11T12:14:57.342551Z","title":"On-Device Language Models: A Comprehensive Review","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.05475","last_updated":"2026-07-06T09:42:34Z","snapshot_observed_at":"2026-07-30T13:32:55.109312Z","submitted_at":"2026-07-06T09:42:34Z","title":"Is Your NPU Ready for LLMs? Dissecting the Hidden Efficiency Bottlenecks in Mobile LLM Inference","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-07-11T12:14:57.342551Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2607.05475"},"observation_digest":"sha256:a835e33f69a1d4fad0a7b1d960b4abd232a17c9535c10ffab1cf42291b50a54f","observation_id":"fbf08c94-e982-4471-ab18-515fb29ff510","resolution":{"observed_at":"2026-07-11T12:14:57.342551Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":"2409.00088","doi":"10.48550/arxiv.2409.00088","metadata_source":"pith","pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088","venue":"cs.CL","work_id":"6cd5ccef-aadd-459f-a58f-453ae35f4520","year":2024},"citing_paper":{"arxiv_id":"2607.06371","last_updated":"2026-07-07T15:10:18Z","snapshot_observed_at":"2026-08-01T14:39:52.608522Z","submitted_at":"2026-07-07T15:10:18Z","title":"The Impact of Security and Privacy Controls on Users' Emotional Engagement with Generative AI Chatbots","version":1},"reference_index":86,"source":"pdf_text","source_observed_at":"2026-07-08T08:12:28.053876Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2607.06371"},"observation_digest":"sha256:8e9b7cd6b96aa7d15bdefcf70d1768bc4256cd67ce26a1da95805fc4ad87c863","observation_id":"f40693cb-9eaf-455c-ab73-e5060b762d6c","resolution":{"observed_at":"2026-07-08T08:14:48.281792Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-07-14T05:42:00.932045Z","title":"arXiv preprint arXiv:2409.00088 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.11423","last_updated":"2026-07-13T11:26:06Z","snapshot_observed_at":"2026-07-16T23:19:46.673207Z","submitted_at":"2026-07-13T11:26:06Z","title":"ToFu: A White-Box, Token-Efficient Agent Harness for Researchers","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-07-14T05:42:00.932045Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2607.11423"},"observation_digest":"sha256:3f5f6d48077398dd2c3825ce7d8a5463d746be6c41f91ac7a7b191e5697f38bd","observation_id":"b4ca3ba4-e598-4a5e-aa3a-a8157be5ede8","resolution":{"observed_at":"2026-07-14T05:42:00.932045Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-02T01:30:33.465281Z","title":"On-device language model: A comprehensive review","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.14661","last_updated":"2026-07-18T07:39:26Z","snapshot_observed_at":"2026-08-03T17:31:31.916045Z","submitted_at":"2026-07-16T07:28:31Z","title":"SmartRAG: Native Graph-Based RAG for Mobile Device","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-02T01:30:33.465281Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2607.14661"},"observation_digest":"sha256:d1efdcf846375ad4d94109e33da6c487ef61eeb9828683c5b01e974b1109575f","observation_id":"cf3b0048-2212-456d-b3eb-d8d1be7bfb1c","resolution":{"observed_at":"2026-08-02T01:30:33.465281Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-01T23:50:17.391198Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.15232","last_updated":"2026-07-16T17:32:38Z","snapshot_observed_at":"2026-08-05T12:26:35.447590Z","submitted_at":"2026-07-16T17:32:38Z","title":"In-Place Tokenizer Expansion for Pre-trained LLMs","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-01T23:50:17.391198Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2607.15232"},"observation_digest":"sha256:bccc8ccaced918756b5532a074e4206d86843d8f464dd2e3a23125a27717012e","observation_id":"d6679158-4ec1-4fb8-ada4-164eca059df1","resolution":{"observed_at":"2026-08-01T23:50:17.391198Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-01T14:16:03.627973Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.18819","last_updated":"2026-07-21T07:55:07Z","snapshot_observed_at":"2026-08-05T22:28:43.791707Z","submitted_at":"2026-07-21T07:55:07Z","title":"In-Context Learning for Wound Classification with Small Multimodal Language Models","version":1},"reference_index":78,"source":"pdf_text","source_observed_at":"2026-08-01T14:16:03.627973Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2607.18819"},"observation_digest":"sha256:6677a95f94db15fdfd338d590a44f41fa047608c65ded193781f16b34958dc95","observation_id":"d9b75d37-eb89-4ae8-98ca-8b6cabb0169b","resolution":{"observed_at":"2026-08-01T14:16:03.627973Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-02T12:43:45.633958Z","title":"On-device language models: A comprehensive review,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.20481","last_updated":"2026-05-30T06:42:55Z","snapshot_observed_at":"2026-08-06T03:31:30.006733Z","submitted_at":"2026-05-30T06:42:55Z","title":"Routing Without Training: Controllable-Ratio LLM Offloading via Reliability Gating","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-02T12:43:45.633958Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2607.20481"},"observation_digest":"sha256:b8de63e1a0006f731515bce4fd2bd85e471eebe39caf939af65f784b30692a16","observation_id":"22d52dd9-63c5-47f6-899a-4b5b761eb743","resolution":{"observed_at":"2026-08-02T12:43:45.633958Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-01T09:23:39.488916Z","title":"On-Device Language Models: A Comprehensive Review,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.20806","last_updated":"2026-07-23T00:24:22Z","snapshot_observed_at":"2026-08-01T09:23:30.181733Z","submitted_at":"2026-07-23T00:24:22Z","title":"Profiling Lightweight Large Language Models","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-01T09:23:39.488916Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2607.20806"},"observation_digest":"sha256:f974255bd6a80e16e54620a7e5797a6a6da7f41846d5bcab4463ce5f3ab1f6d4","observation_id":"39cf0452-bb57-4ec2-ba09-5fee27a122f2","resolution":{"observed_at":"2026-08-01T09:23:39.488916Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-02T14:23:44.322116Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.21602","last_updated":"2026-05-11T19:26:33Z","snapshot_observed_at":"2026-08-02T14:23:43.398594Z","submitted_at":"2026-05-11T19:26:33Z","title":"Transferable Latency Prediction for Fast LLM Screening on Heterogeneous Edge Devices","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-02T14:23:44.322116Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2607.21602"},"observation_digest":"sha256:f3b1abd24a20f8eddc161cbb881aedb567f5aa7c16e009396b5ce2def33a2c97","observation_id":"b5c3aeee-73bd-448f-9c7f-d9f63ddbca39","resolution":{"observed_at":"2026-08-02T14:23:44.322116Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-08-02T08:23:13.092022Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.21624","last_updated":"2026-07-07T10:18:25Z","snapshot_observed_at":"2026-08-04T14:54:38.351705Z","submitted_at":"2026-07-07T10:18:25Z","title":"FBLayout: Optimizing Memory Layout for Efficient LLM Finetuning on Mobile GPUs","version":1},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-02T08:23:13.092022Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2607.21624"},"observation_digest":"sha256:7219097ffeaf2cecd5d47f3500e6a46ca70103ea0e60172c09baf138d0afd101","observation_id":"3074602b-c6aa-451f-94ff-92add01e6794","resolution":{"observed_at":"2026-08-02T08:23:13.092022Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-07-30T18:50:46.134011Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.26865","last_updated":"2026-07-29T12:47:05Z","snapshot_observed_at":"2026-08-02T19:28:19.003719Z","submitted_at":"2026-07-29T12:47:05Z","title":"Think Short, Defer Smart, Act, and Repeat: Calibrated Reasoning and Uncertainty-Aware Deferral for Edge LLM Agents","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-07-30T18:50:46.134011Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2607.26865"},"observation_digest":"sha256:6ad9883806a03584721aa4f4dd243249850b687f01ca7d4adc40ab8fe2bd790c","observation_id":"aa55fc48-e432-457a-a284-f650aa4352e3","resolution":{"observed_at":"2026-07-30T18:50:46.134011Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2409.00088/citation-record","integrity":"/paper/2409.00088/integrity","json":"/paper/2409.00088/citation-record.json","paper":"/paper/2409.00088"},"outbound":[],"paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","latest_version":2,"primary_category":"cs.CL","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"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":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"thesis":"As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 49 inbound Pith citation observations for arXiv:2409.00088."}