{"as_of":"2026-08-07T21:25:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:1b9d670a5079ccc3c095d05793a610f7574d8a073cf5096f8d6f86b86023491f","coverage":[{"denominator":58,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":58,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T10:45:03.149879Z","state":"measured"},{"denominator":59,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":59,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-11T00:56:06.243890Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-05-11T05:00:55.035514Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"cited_work":{"arxiv_id":"2506.04706","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.04706","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Line of sight: On linear representations in vllms","venue":null,"work_id":"120ccc7d-1a6b-4b4f-8e05-cd620c47078c","year":2025},"citing_paper":{"arxiv_id":"2605.07148","last_updated":"2026-05-08T02:32:27Z","snapshot_observed_at":"2026-07-06T23:19:30.387067Z","submitted_at":"2026-05-08T02:32:27Z","title":"Uncovering and Shaping the Latent Representation of 3D Scene Topology in Vision-Language Models","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-05-11T00:56:06.243890Z"},"links":{"cited_paper":"/paper/2506.04706","citing_paper":"/paper/2605.07148"},"observation_digest":"sha256:53130346e1c5797181b767ba22000490874aab27e42298fe2249b4cf09249f53","observation_id":"cad0295a-cb29-49e2-b2e8-09af52fc21fc","resolution":{"observed_at":"2026-05-11T05:00:55.043918Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2506.04706/citation-record","integrity":"/paper/2506.04706/integrity","json":"/paper/2506.04706/citation-record.json","paper":"/paper/2506.04706"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:05.373022Z","title":"Understanding interme- diate layers using linear classifier probes, 2018","venue":null,"work_id":"de3f42fb-d7c1-40ac-a259-a5ec499175fd","year":2018},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.575455Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:28278831ae3ca5c371a5533687fb6699d5a19c02421c13a7d9dfb36e95c73996","observation_id":"ded2976c-daad-47da-9c05-bb95450e3239","resolution":{"observed_at":"2026-08-07T10:45:05.386541Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:05.337864Z","title":"Flamingo: a visual language model for few-shot learning, 2022","venue":null,"work_id":"52dfb014-cbd7-4910-b873-69cd44f9c5e9","year":2022},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.582502Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:36b93b043e51ec9908af352e03c314f07dd06396d830f2998132336f96436e9f","observation_id":"ca31fa67-f4ab-4086-8a73-a37ca2bb7405","resolution":{"observed_at":"2026-08-07T10:45:05.347041Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:05.293705Z","title":"Refusal in lan- guage models is mediated by a single direction, 2024","venue":null,"work_id":"abb053e4-2a06-4678-b0da-84649b331a84","year":2024},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.592497Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:d076494293d299fd4b13cd42cc9a9b8c9b005e76ced731cb4d8f697977389140","observation_id":"047d7c42-cb19-4e6e-b998-9be3a97fa25f","resolution":{"observed_at":"2026-08-07T10:45:05.308310Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:05.245260Z","title":"Understanding the role of individual units in a deep neural network","venue":null,"work_id":"1abfda0a-15cd-4b5c-8c2b-691586fd1049","year":2020},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.603860Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:4404ecbe07f270d5926fba68d3814dff2fb84beac438b2254a4e0f250fa7909f","observation_id":"8138e9f8-4ebd-47f4-b173-337a8cfe7190","resolution":{"observed_at":"2026-08-07T10:45:05.255460Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:05.209891Z","title":"Probing classifiers: Promises, shortcom- ings, and advances, 2021","venue":null,"work_id":"7fbd6546-bc8a-4d88-b181-46fddd2b58bc","year":2021},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.614250Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:e1bbe347559e1adc8e9e96c2710bff35efc28530e9e75132253b117f064f89a7","observation_id":"9d8bcbd2-e92f-486d-b721-6bda8bba8858","resolution":{"observed_at":"2026-08-07T10:45:05.219008Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:05.168339Z","title":"Towards monosemanticity: Decomposing language mod- els with dictionary learning","venue":null,"work_id":"c7241b6c-6b6f-437f-921c-c9472320942c","year":null},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.621742Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:3980569cb52e337a723af2da54249af8ecd6f07c58d32f5d93f9e7329c3bd199","observation_id":"4ef7925e-afec-494e-bda5-66f84f31e78d","resolution":{"observed_at":"2026-08-07T10:45:05.180144Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:05.062416Z","title":null,"venue":null,"work_id":"63c7b93f-babf-4be5-8f4e-5eec37faba39","year":2021},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.642764Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:3972a291b16aae72e6e0ed7c4ae46a6dc2449a4b23c7f21dbdc51a1f11bc9f18","observation_id":"e70eb093-ebaa-4172-8b15-a2c6b95e9a5d","resolution":{"observed_at":"2026-08-07T10:45:05.081548Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:05.030358Z","title":"Emerg- ing properties in self-supervised vision transformers, 2021","venue":null,"work_id":"b85f6288-a6d3-4202-9c07-3e4ec1373395","year":2021},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.651203Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:4e6f4a80f3ac727190906112897721477939b0c3bc490af6c7609f37d1bb32de","observation_id":"470407d3-f8be-41d5-8cd5-a6e41f4a99c6","resolution":{"observed_at":"2026-08-07T10:45:05.041347Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:05.006654Z","title":"Improv- ing steering vectors by targeting sparse autoencoder features, 2024","venue":null,"work_id":"88221d84-3484-4816-b23a-16852a160349","year":2024},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.657329Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:b3c5a702478c15e5927836bfb17c66a0210e7bef869bf3dd47fac1d9f378b2b6","observation_id":"18602001-3e79-451c-b303-612f86ca875e","resolution":{"observed_at":"2026-08-07T10:45:05.015170Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:02.665836Z","title":"Sharegpt4v: Improving large multi-modal models with better captions, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.665836Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:edc7f094125224170d7782b202b890af7766f4f2aad0e841c0c6687ae14b816b","observation_id":"8571fab0-2049-4f3c-97d5-2818a24c5aa8","resolution":{"observed_at":"2026-08-07T10:45:02.665836Z","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":"2026-08-07T10:45:04.947676Z","title":"Mavor-Parker, Aengus Lynch, Stefan Heimersheim, and Adri `a Garriga-Alonso","venue":null,"work_id":"ba7248d5-2502-41ef-bf49-b0ef4c2fe93e","year":2023},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.676237Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:068104038d67c697b1085e10ac726ad07f2a403f74fd565d921f8ea14b9b6590","observation_id":"e00b9365-b634-4625-9098-7d4f94dc4386","resolution":{"observed_at":"2026-08-07T10:45:04.957859Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2401.01345","last_updated":"2023-10-31T04:36:31Z","snapshot_observed_at":"2026-07-06T17:10:56.398607Z","submitted_at":"2023-10-31T04:36:31Z","title":"A Synthetic Modal Generation of Additive Manufacturing Roughness Surfaces from Images","version":1},"cited_work":{"arxiv_id":"2401.01345","doi":null,"metadata_source":"pith","pith_arxiv_id":"2401.01345","snapshot_observed_at":"2026-08-07T10:45:03.268832Z","title":"A Synthetic Modal Generation of Additive Manufacturing Roughness Surfaces from Images","venue":"cs.CV","work_id":"6ee77e10-ee65-4521-91ba-646ff76862c3","year":2023},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.685980Z"},"links":{"cited_paper":"/paper/2401.01345","citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:df55a1d6c8fa60179dda90c431b4ee3b4c50709d0237cb66bba5b32ca61fbb3f","observation_id":"c99fe32d-0641-4521-8612-d1152f8bb778","resolution":{"observed_at":"2026-08-07T10:45:03.277916Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:04.916539Z","title":"Imagenet: A large-scale hierarchical image database","venue":null,"work_id":"f75afce7-e6a4-4369-9208-8d4f4bc0244a","year":2009},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.692152Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:fd5c73104a621170e0fc7aeb57ed1030634ff7343e030a9a47d0a9f293ca7ff0","observation_id":"262c784b-b4f6-406d-846b-f171a188c7c1","resolution":{"observed_at":"2026-08-07T10:45:04.922163Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:02.698448Z","title":"Softmax linear units","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.698448Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:10f331d03c1c47705beaaf62db00b373419f513c6130a62c77a5a2d9cb5f4b45","observation_id":"543c18cf-cf8c-4efe-8e26-bfefcd35dab2","resolution":{"observed_at":"2026-08-07T10:45:02.698448Z","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":"2026-08-07T10:45:04.857523Z","title":"Michaud, Isaac Liao, Wes Gurnee, and Max Tegmark","venue":null,"work_id":"c46e95d5-3df8-45a3-8310-29b9aebb83e2","year":2024},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.706958Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:b93694230e334bdcb55fe13fff1c9540370d4de8ff42b018ca341e9b24f82171","observation_id":"1141a20d-8a39-48e6-ae54-e6c1d449496b","resolution":{"observed_at":"2026-08-07T10:45:04.868215Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:04.816750Z","title":"Concept sliders: Lora adaptors for precise control in diffusion models, 2023","venue":null,"work_id":"b55f7679-2dc6-4047-a375-d9ea6f374781","year":2023},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.712441Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:12355838aa006c2bdf203b96995848fe27612a34fe92a1a74aafede3650523bc","observation_id":"11e4c890-26d4-49e3-9566-31582800ad09","resolution":{"observed_at":"2026-08-07T10:45:04.825076Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:04.774232Z","title":"The pile: An 800gb dataset of diverse text for language mod- eling, 2020","venue":null,"work_id":"cfe0d104-e1bd-40c4-9ca5-ad92cc4d3c06","year":2020},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.719301Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:9c84d10c60b2eebd8b6002eb61b7cb78061b23c2f9f7fe448fbe3f820f1bfbd2","observation_id":"8592a09c-31a6-43b1-a23d-b9d87657ad55","resolution":{"observed_at":"2026-08-07T10:45:04.783795Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:04.732704Z","title":"Scaling and evaluating sparse autoencoders, 2024","venue":null,"work_id":"58345e15-18cd-41ba-b8bb-119267dd5a0f","year":2024},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.724117Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:9e4513c5c286ccf6e754bb6d2115851e90563fbae3f0eb67552c81e7bf5aa8a3","observation_id":"a8f24ccb-4e40-4e7b-98ba-9c59a7a46548","resolution":{"observed_at":"2026-08-07T10:45:04.747377Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:04.696843Z","title":"Under the hood: Using diagnostic classifiers to investigate and improve how language models track agreement information, 2021","venue":null,"work_id":"faeeb957-9e64-4f70-b9af-7fff66f8f40f","year":2021},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.733887Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:309ebff6280886d253e3a69a5e9a302d8b8693b93ff7371eaa2377408182f832","observation_id":"9b86a35f-b5fa-4276-9293-7a9ab39b1fbb","resolution":{"observed_at":"2026-08-07T10:45:04.706924Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:02.742490Z","title":"Deep residual learning for image recognition, 2015","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.742490Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:b5b7d0bd5bd5a51f14992c6129a12ae146041c605df8afcaa0e62a70a4e40c6b","observation_id":"272bf958-b803-46fe-a9c4-cf90eac3e740","resolution":{"observed_at":"2026-08-07T10:45:02.742490Z","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":"2026-08-07T10:45:04.651909Z","title":"Natural language descriptions of deep visual features","venue":null,"work_id":"618673ac-4cd0-405e-9b36-f28c93a80a38","year":2022},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.753718Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:7ee0191b46ce2d4601b7e93cb04933f1f84a6d75e2a1f28ca088f30358484874","observation_id":"152a370e-1a9e-486a-b79a-e15e3159d584","resolution":{"observed_at":"2026-08-07T10:45:04.661078Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:04.583883Z","title":"Dick, Hidenori Tanaka, Edward Grefenstette, Tim Rockt¨aschel, and David Scott Krueger","venue":null,"work_id":"0413496d-776c-4284-bbcb-ef18ab76c52e","year":2024},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.763700Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:eeb0a260994e6f43b713e9d758cd4a65172fdfc13e3266f3f9c88c1c54700460","observation_id":"7358fec1-d1ad-4b81-a3fe-5cdf25d726fa","resolution":{"observed_at":"2026-08-07T10:45:04.608771Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:04.533358Z","title":"Interpreting and editing vision-language representa- tions to mitigate hallucinations, 2024","venue":null,"work_id":"3895ef04-b211-4693-963f-3da6f03223bc","year":2024},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.776725Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:b3138aa3df43d8f64d4b11f38994d5d911f1e108df21d2694019918dc45cc401","observation_id":"224eaa0d-1aa9-4010-ad82-62a9971d4424","resolution":{"observed_at":"2026-08-07T10:45:04.547990Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:02.787014Z","title":"Kingma and Jimmy Ba","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.787014Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:b696e00e0379d19481fc59cf65558650459f967d4cb8398621044a805f8a0610","observation_id":"b943c692-3ff0-4c93-94b9-a55eb71014d6","resolution":{"observed_at":"2026-08-07T10:45:02.787014Z","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":"2026-08-07T10:45:04.470342Z","title":"Saes are highly dataset dependent: a case study on the refusal direction","venue":null,"work_id":"f3e2fa80-e3cb-446c-8fd1-8136b3f020f9","year":2024},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.794099Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:84b62088788fd48574b3a31658f7a6dcc523eebdb715c316b34006b1316f7236","observation_id":"decd4091-06d8-4ee3-84f2-47127a0364dc","resolution":{"observed_at":"2026-08-07T10:45:04.481373Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:04.440152Z","title":"The remarkable robustness of llms: Stages of inference?, 2024","venue":null,"work_id":"50339148-669b-48cd-b09b-5bb69999e60a","year":2024},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.803843Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:406be0312e63fa092578651bd6d9464c771bb9a11845df374d38eb02ec8a37ea","observation_id":"89ebcb02-37b9-4fad-8f0a-da2a1a484e01","resolution":{"observed_at":"2026-08-07T10:45:04.447878Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:02.814126Z","title":"Llava-next: Improved reason- ing, ocr, and world knowledge, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.814126Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:6198c997667cadde9ef92cdd95a7c99bf7fb2ba8a3f8e411c94a39bcef9e1bb3","observation_id":"166a8c3f-0488-494c-a3c4-5e7bd4d039f6","resolution":{"observed_at":"2026-08-07T10:45:02.814126Z","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":"2026-08-07T10:45:04.378678Z","title":null,"venue":null,"work_id":"418e24a3-0d8a-4dcf-8ec8-e63b1c5aa10f","year":2018},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.820181Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:d618c42f0ee7f883d8570c05b41f07b22a10f5daff274072ab6c4b3004dae2c9","observation_id":"f9fac274-37ec-48cc-82f5-598ca3659081","resolution":{"observed_at":"2026-08-07T10:45:04.388195Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:04.338460Z","title":"Maddison, Andriy Mnih, and Yee Whye Teh","venue":null,"work_id":"ed68cb90-2eaa-4305-a228-946c1c134907","year":2017},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.829930Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:1b1ce73c7e476ec8a14024082a55097153a2e834b1c4dbf65985a3b1961bf6b2","observation_id":"467c0953-5495-4864-b88d-edc334ac6de7","resolution":{"observed_at":"2026-08-07T10:45:04.347819Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:04.311539Z","title":"Michaud, Yonatan Be- linkov, David Bau, and Aaron Mueller","venue":null,"work_id":"cd3b0278-6a2c-44a7-a7d7-fe84bff1ce82","year":2024},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.840059Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:74c7aff35390040582d12e69f3366578e6e874288beaa6e38220f1b1521e7f44","observation_id":"b0d3a65d-b3c9-4836-9cae-cf6eb1fddf84","resolution":{"observed_at":"2026-08-07T10:45:04.319827Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:04.270990Z","title":"Mass-editing memory in a trans- former, 2023","venue":null,"work_id":"52a1178c-1442-4d8e-b09a-25039e84f811","year":2023},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.859960Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:d77df9d9ba45d39045fe1c82f98250921cd5d2a622798299064bfe9d77c7686c","observation_id":"42898848-9757-440f-aa77-0107ea5e5b7e","resolution":{"observed_at":"2026-08-07T10:45:04.277583Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:04.232390Z","title":"Linearly mapping from image to text space, 2023","venue":null,"work_id":"78b90bf5-d246-43c4-9ee6-e38610b56ea7","year":2023},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.871014Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:ca19cb919460fd3f04b15dda6666c59a89c33d831be0a205f77c5316bf53ef77","observation_id":"86f732cd-28dc-4914-9d15-24f96531a7c4","resolution":{"observed_at":"2026-08-07T10:45:04.243850Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:04.196405Z","title":"Emer- gent linear representations in world models of self-supervised sequence models, 2023","venue":null,"work_id":"65418763-9b23-43a9-9cf4-6196a908640b","year":2023},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.892315Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:8a510c9465671220f4cc289930665bb9080e80f3669a88b15243d98594416379","observation_id":"b67299bb-e37c-49a3-88c5-b5ed68fc8e06","resolution":{"observed_at":"2026-08-07T10:45:04.207169Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:04.166310Z","title":"Towards interpreting visual in- formation processing in vision-language models, 2024","venue":null,"work_id":"a288b6f6-cdd4-467c-a1c0-ab39ef0b1a55","year":2024},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.902119Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:e0c4bcff72bafe7b40c3948574e9404b46a36a09f95c40595bc02e3bfab5569d","observation_id":"5d3878fb-0ce6-4a2e-b4dc-564dde5025a9","resolution":{"observed_at":"2026-08-07T10:45:04.174458Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:04.121618Z","title":"Sparse autoencoder","venue":null,"work_id":"2579050d-9a52-4694-9814-66f221eb0bd7","year":null},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.908775Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:e841d4832c310ab17c93f1c3b51a203b2ddb07f367205de7c811e0efe8e3acf9","observation_id":"10015d53-610b-4fa3-88ac-492dcd6eec4b","resolution":{"observed_at":"2026-08-07T10:45:04.137553Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:04.033941Z","title":"interpreting GPT: the logit lens — LessWrong — lesswrong.com","venue":null,"work_id":"e3ecb16f-c04d-4652-b53e-93b1c036bc8c","year":2025},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.930648Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:91d58f5d8b1c433b610a4265c1dac16c1a679fb71b962f382eaaf9bd1c507078","observation_id":"5bbb2289-0be3-4ec3-909d-9a4461f807c6","resolution":{"observed_at":"2026-08-07T10:45:04.041717Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:03.998645Z","title":null,"venue":null,"work_id":"d1c793bc-f759-4b58-9955-2827cf4db608","year":2023},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.935463Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:63b836f5b57b93a7c5ea4f9e4a929a9ccfd6a2076830d113185f83950d673cbe","observation_id":"070919f5-6a1a-464b-9dcd-bfbbf9fbfed3","resolution":{"observed_at":"2026-08-07T10:45:04.008394Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:03.967452Z","title":"Olshausen and David J","venue":null,"work_id":"37058ea1-48a2-4b0b-8c87-7e1a33669a08","year":1997},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.945856Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:fc7379d5611009b568039658488f6b32f3ff916e2db7d950688b6fc567cf9ce7","observation_id":"134251dd-eb4d-41ca-9c3b-7b3656493da3","resolution":{"observed_at":"2026-08-07T10:45:03.976495Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:03.929821Z","title":"Dinov2: Learning robust visual features without supervision, 2024","venue":null,"work_id":"f5d4c789-76ac-400c-af8e-b7c7c86bb339","year":2024},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.951780Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:9289cc7ddcadb04634e77c2edb301b26d4458987f7622aab6aa4e86f9031cb40","observation_id":"501f214e-b2c4-4e18-9154-29410e4f829b","resolution":{"observed_at":"2026-08-07T10:45:03.940582Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:02.959100Z","title":"Steering llama 2 via contrastive activation addition, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.959100Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:3fb849055d900abfce201f5b30948136dc9a7a41a379cd8710a0571d5845a518","observation_id":"54c091bd-d2a0-4881-8e88-1ec7e67145ad","resolution":{"observed_at":"2026-08-07T10:45:02.959100Z","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":"2026-08-07T10:45:02.973851Z","title":"The linear representation hypothesis and the geometry of large language models, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.973851Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:4084f4c9cdf95d07f6b8dce598a5516bc58d757db05e331abbe798dd659d429b","observation_id":"2d8bf922-0aa7-46dd-b26b-7e3189474319","resolution":{"observed_at":"2026-08-07T10:45:02.973851Z","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":"2026-08-07T10:45:02.987750Z","title":"Instruction tuning with gpt-4, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.987750Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:184b862924824bb8bf247f65e4c896bd3dc5e0ff9521ac4188ead955ecdc2245","observation_id":"db229820-f9c2-4d37-b103-d0cef461e21f","resolution":{"observed_at":"2026-08-07T10:45:02.987750Z","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":"2026-08-07T10:45:03.815975Z","title":"Fine-tuning enhances existing mechanisms: A case study on entity tracking, 2024","venue":null,"work_id":"f2d01c51-8034-40ec-97d9-49d5cf2f90d9","year":2024},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:03.001948Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:c0a1bae4c722c5c1d637f216912b611ef60bf5e1aafc412674a49c497a774b22","observation_id":"d73f8deb-ea84-4531-8a03-91c8a76efc09","resolution":{"observed_at":"2026-08-07T10:45:03.827322Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:03.010018Z","title":"Learning transferable visual models from natural language supervision, 2021","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:03.010018Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:fd60428c6c10f5ca599b8b96f383510d3d43c566d91f35b289ccf48070efa533","observation_id":"451724ae-f631-48b9-a0d0-f9288256d622","resolution":{"observed_at":"2026-08-07T10:45:03.010018Z","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":"2026-08-07T10:45:03.768679Z","title":"Improving dictionary learning with gated sparse autoencoders, 2024","venue":null,"work_id":"865379e6-fa6e-4593-9387-e8f2d15171bb","year":2024},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:03.025625Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:483832a98ad7127e70a250b7f3774ccdda02ca8ab9416aad28296fce189b9f4c","observation_id":"041196a8-0474-45ef-9c81-bcd270931f24","resolution":{"observed_at":"2026-08-07T10:45:03.777779Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:03.730248Z","title":"Automatic discovery of visual circuits, 2024","venue":null,"work_id":"9da242f5-28a4-41bf-b8c2-191187dc1fb6","year":2024},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:03.035167Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:900ba2fa24c92f07bf5d14ed2ba16ad8706fb21a9e4c46974adf367fca911fa8","observation_id":"f0a181c4-ec96-4048-976a-f2a7dd71c304","resolution":{"observed_at":"2026-08-07T10:45:03.744862Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:03.681134Z","title":"A-okvqa: A bench- mark for visual question answering using world knowledge, 2022","venue":null,"work_id":"26d78c53-149b-48c5-a334-900904a48b47","year":2022},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:03.053812Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:5ad39c51da984c99958d5fb967ec392f1add9e1aa5f595b7428e9cd9bcd43fc3","observation_id":"b2cf1645-5e5f-4639-bf15-1937417dae6d","resolution":{"observed_at":"2026-08-07T10:45:03.693878Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:03.644717Z","title":"Multimodal neurons in pretrained text-only transformers, 2023","venue":null,"work_id":"78ab5c3c-c709-4118-9ace-8d3521ed615e","year":2023},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:03.065586Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:ed48f3c36322c1dc06b2a38d1d6fa33796a4225a5041393b74c31bc21f5a6103","observation_id":"2cb02784-79d7-46b2-8ba2-802cb2e016bb","resolution":{"observed_at":"2026-08-07T10:45:03.655866Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:03.605498Z","title":"Effi- cient sparse coding algorithms, pages 801–808","venue":null,"work_id":"bde7a391-3b46-4214-abdb-979a6ab17677","year":2007},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:03.073356Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:ca3128d891a7359486aed7bd2ff53cd383d5f914e4d55533829b452b88925e60","observation_id":"5c1516a7-2c48-40c0-bb4a-18cc0a961a79","resolution":{"observed_at":"2026-08-07T10:45:03.613762Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:03.547455Z","title":"Daniel Freeman, Theodore R","venue":null,"work_id":"2f9a280b-468b-4aef-8cc9-a1323800bf7d","year":2024},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:03.083240Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:09520d0854ed20c9882d88e5004365599f3b49062f780cd02298cd071e49a83a","observation_id":"f4608a28-6aff-408a-aee9-32edc2b2cdd3","resolution":{"observed_at":"2026-08-07T10:45:03.561273Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:03.506976Z","title":"Vazquez, Ulisse Mini, and Monte MacDiarmid","venue":null,"work_id":"12a3578e-c36b-4427-a497-452aa9b98e36","year":2024},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:03.091821Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:b3a07fe0b8864ec665dd2df2f604a25c022792638f05390a74801e5c646a6073","observation_id":"c9362007-97c4-4d18-b876-a1769820c14c","resolution":{"observed_at":"2026-08-07T10:45:03.516154Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:03.462424Z","title":"Manning, and Christo- pher Potts","venue":null,"work_id":"b166c634-1cf8-42da-ab3c-da0891f6b526","year":2024},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:03.105963Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:c58a3e56eca5edba0e92996ef2ce3a57ec0982a4dcaad3854c5e3932affc82ca","observation_id":"1097f28b-3be3-4804-b474-fcdf7bcdedbd","resolution":{"observed_at":"2026-08-07T10:45:03.477720Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:03.429307Z","title":"Linear semantics in generative adversarial networks, 2021","venue":null,"work_id":"163c1aaf-c8fa-4d0d-9263-3ba91b33788f","year":2021},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:03.115003Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:57db5cf9329709346522a1a7fd1c847d901245db745f7091e0953c8aa5393aa2","observation_id":"f57cbdeb-b4d8-4471-9d0d-18faec956c4a","resolution":{"observed_at":"2026-08-07T10:45:03.437961Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:03.123388Z","title":"Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:03.123388Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:4e4b99dd41e4103b6af69964b2115950abe4c4f75736af8635ae7c1abf406ca0","observation_id":"90ffe552-f76c-4703-824b-ec9db95f8718","resolution":{"observed_at":"2026-08-07T10:45:03.123388Z","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":"2026-08-07T10:45:03.354104Z","title":"Mmmu- pro: A more robust multi-discipline multimodal understand- ing benchmark, 2024","venue":null,"work_id":"0cf997db-31b7-433a-84b2-05d68644dc9a","year":2024},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:03.135053Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:2d82c3cedd7580461cfb0cd0a17bcc57e17d06955c003caa390b2c867a342d13","observation_id":"9f713dc7-8aa1-48f2-a2ac-e24faa746a46","resolution":{"observed_at":"2026-08-07T10:45:03.373993Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:03.313727Z","title":"feature browser","venue":null,"work_id":"d2eb29dd-d89e-4ee2-9243-f00b37cd303f","year":2023},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:03.149879Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:e946f18b647f47f55cbe169043372f0d5352ea361a0ccff1f7b0e22d1618cc57","observation_id":"a3d16691-1aac-40e7-9f1d-e19feac2becb","resolution":{"observed_at":"2026-08-07T10:45:03.331632Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:04.066754Z","title":null,"venue":null,"work_id":"3c1849cf-1355-418c-9dcc-2437e2d73866","year":null},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":2011,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.922071Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:fe27d7ec82eba6a02d582b6a935ab3c3f5a1814e6138660c20cf207d80f173e3","observation_id":"ebd4e2b9-0bde-4522-92ab-08f40533975c","resolution":{"observed_at":"2026-08-07T10:45:04.077649Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:45:05.127945Z","title":"pub / 2023/monosemantic-features/index.html","venue":null,"work_id":"7663bc45-be26-48b5-b346-cd1866dc5cdb","year":2023},"citing_paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs","version":1},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:02.633720Z"},"links":{"citing_paper":"/paper/2506.04706"},"observation_digest":"sha256:d3e53865627e21361ad683b16fd660d7d2b067396001e93e19886da29c399baf","observation_id":"18991ec2-2872-479d-beab-150c942a566b","resolution":{"observed_at":"2026-08-07T10:45:05.140568Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2506.04706","last_updated":"2025-06-05T07:30:58Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-07T10:32:27.298040Z","submitted_at":"2025-06-05T07:30:58Z","title":"Line of Sight: On Linear Representations in VLLMs"},"reference_resolution":{"displayed":58,"state_counts":{"malformed_identifier":0,"metadata_mismatch":1,"parse_uncertain":0,"unresolved":14,"verified_exact":0,"verified_fuzzy":43},"total_outbound_references":58},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 7 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 1 inbound Pith citation observation for arXiv:2506.04706."}