Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:11:27.564454Z
Paper Citation Record · LEDGER
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models
As of 17 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2506.00382.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
46 of 46 outbound references displayed
- verified exact0
- verified fuzzy3
- unresolved43
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation dc622f99-2001-42e8-949c-221325dbf933 · outbound
This paper cites Mitchell.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Mitchell
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:23.352676Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09defcd6-0ed6-48fe-8ef4-f62dd521ecc0 · outbound
This paper cites Eliciting Latent Predictions from Transformers with the Tuned Lens.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Eliciting Latent Predictions from Transformers with the Tuned Lens
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:23.422580Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e41e2f4-40c1-4106-b2ff-44051d19843e · outbound
This paper cites Tu, and Henry Kvinge.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Tu, and Henry Kvinge
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:23.497043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5ad453b-32df-49c3-a3e9-edd53936d026 · outbound
This paper cites Large Language Models for Predictive Analysis: How Far Are They?.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Large Language Models for Predictive Analysis: How Far Are They?
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:23.608327Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bec4311d-74f0-4162-91ca-5d13d0be9b46 · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:11:31.296432Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 957bc0c5-845e-41e5-bed7-1f8961280fd6 · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:23.789575Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9c0b758-bfb9-4ab7-ae87-677812b2822b · outbound
This paper cites The Llama 3 Herd of Models.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models The Llama 3 Herd of Models
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:23.891233Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f3c1cea-12fc-45f6-8f01-0be15873be21 · outbound
This paper cites Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:23.939193Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73c46256-653f-49d8-a196-415f9a2fdd80 · outbound
This paper cites Gemma: Open Models Based on Gemini Research and Technology.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Gemma: Open Models Based on Gemini Research and Technology
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:24.079291Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9cb8321a-b2c3-4c0f-9030-a39124784193 · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:24.196684Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd55c277-2c58-4990-97f9-657926c92953 · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:24.305822Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65c51bdd-1103-44e4-a4fa-a440fe5a132f · outbound
This paper cites Hardoon, S \' a ndor Szedm \' a k, and John Shawe - Taylor.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Hardoon, S \' a ndor Szedm \' a k, and John Shawe - Taylor
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:24.412957Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53f19aa9-c977-4274-b332-a8b8ea8b7a3f · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:11:31.075224Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation eb21b584-4193-4fa1-be70-4557412a06f9 · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:11:30.850027Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7d49e4e3-3ec6-45b4-bc61-351bbf5da8fb · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:24.747985Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85275cce-23f7-4fe6-80ca-b39446b0490f · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:24.827053Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1083498-799d-4ade-94ce-86090ac20c60 · outbound
This paper cites What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:24.934062Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61d406dc-fe88-4acf-9eb7-800be9a347ba · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:25.041162Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db6ab690-d471-4a42-8a82-a2a5ba1837c0 · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:11:30.623196Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 15f50d07-4672-4615-bb51-faf5b32614e9 · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:25.225131Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d2d89a1-3aec-454c-a418-b664c96c009c · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:11:30.357176Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c71988f5-27c5-417e-b90b-b8731c0fee86 · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:11:30.096516Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 53dbfeaf-a22f-4533-8a43-6fe63df99212 · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:25.472735Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c542b8e0-08b8-44fd-8d3c-b3d02e4d31d0 · outbound
This paper cites Morcos, Maithra Raghu, and Samy Bengio.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Morcos, Maithra Raghu, and Samy Bengio
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:11:29.887563Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 35d148b2-492c-41f3-9fe0-21f33b80a854 · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:11:29.701391Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 495e4a77-8857-4de2-98b4-19435e2e0d40 · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:25.693788Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b6db112-0a49-49e7-9bc0-1a7ec4e20d3b · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:25.811103Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 896c5974-d522-4f09-9d7e-0f83e0aa0e8e · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:25.906781Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 910261a4-4bf1-4e38-aba2-f0ef624fd27b · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:25.996210Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f345df3c-0f25-4626-aa52-876f22ee0141 · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:11:29.417909Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8f4a8848-7b56-49d3-b55b-95a092365b01 · outbound
This paper cites Sutherland.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Sutherland
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:11:29.218068Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f5a6e08c-5cc7-4af1-935c-857722472d85 · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:26.265402Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38a3f17b-1e7b-4750-8d14-2786b2ee0665 · outbound
This paper cites Does Representation Matter? Exploring Intermediate Layers in Large Language Models.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Does Representation Matter? Exploring Intermediate Layers in Large Language Models
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:26.356859Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62883cd0-7ae4-425f-b6b1-41bfa2f401a0 · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:11:29.044054Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b4e00a99-41df-44ce-9fae-44865ab1083a · outbound
This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Gomez, Lukasz Kaiser, and Illia Polosukhin
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:26.528044Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c919a4db-382e-4fab-ba9d-6faf862c5880 · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:26.605638Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46c92016-904c-41f3-be68-9ce8d54d399a · outbound
This paper cites Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:26.703279Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0360e514-9e13-46c8-86cb-0ab64ec251b3 · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:11:28.891040Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c0eef2e5-8ea1-4386-a1e6-15195a52d849 · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:11:28.764646Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 01a3d995-d9d3-419c-a338-29968560f908 · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:11:28.632676Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9a3ccad2-d972-444c-91f4-057ddbd53f5a · outbound
This paper cites Martin, Michael W.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Martin, Michael W
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:11:28.471182Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 848ca0ef-1daa-47f1-9815-b23755fc1057 · outbound
This paper cites an unresolved cited work.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:11:28.340351Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0c25df26-fc16-4bb5-b435-a949b4679db4 · outbound
This paper cites Representation Engineering: A Top-Down Approach to AI Transparency.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Representation Engineering: A Top-Down Approach to AI Transparency
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:27.282327Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 340d1b1a-2c71-48bc-988e-19e70cda2673 · outbound
This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Universal and Transferable Adversarial Attacks on Aligned Language Models
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:27.372116Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 332f5849-ad2d-407f-a189-435efc44a38f · outbound
This paper cites online" 'onlinestring :=.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models online" 'onlinestring :=
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:27.490832Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a23265d-3810-4ee0-a357-719dfff6cabe · outbound
This paper cites write newline.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models write newline
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:27.564454Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.