Paper Citation Record · LEDGER

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability

As of 6 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 1 inbound Pith citation observation for arXiv:2606.28116.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2606.28116 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T04:08:37.263436Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T15:20:16.117672Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

24 of 24 outbound references displayed

verified exact2
verified fuzzy0
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 58953805-5898-414a-84f1-405466d2ccfc · outbound

This paper cites Self-attention networks localize when qk- eigenspectrum concentrates.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability Self-attention networks localize when qk- eigenspectrum concentrates

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-29T04:08:37.263436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f0d4b06-dedc-4cbd-b0d2-b8282d371c20 · outbound

This paper cites Srinadh Bhojanapalli, Chulhee Yun, Ankit Singh Rawat, Sashank J.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability Srinadh Bhojanapalli, Chulhee Yun, Ankit Singh Rawat, Sashank J

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-29T04:08:37.263436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9649c61-ea17-4f2d-b179-295f764b3bd8 · outbound

This paper cites Attention Residuals.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability Attention Residuals

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-07-01T17:15:50.562998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 61fb8017-8b0f-438b-b281-505c2ee7b87b · outbound

This paper cites Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T17:15:50.565438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 48134a01-c247-4b2d-9bb3-291b12ba03c6 · outbound

This paper cites 12 Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, et al.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability 12 Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, et al

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-29T04:08:37.263436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ea9ea6c-0ca6-4cb9-a1c5-dabecb97f75a · outbound

This paper cites Cohen, Simran Kaur, Yuanzhi Li, J.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability Cohen, Simran Kaur, Yuanzhi Li, J

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-29T04:08:37.263436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8c0a19c-7270-437f-b639-78146f4b18a3 · outbound

This paper cites an unresolved cited work.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-29T04:08:37.263436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7542dddb-d24d-4002-896b-8d21c5c7b78c · outbound

This paper cites Yihe Dong, Jean-Baptiste Cordonnier, and Andreas Loukas.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability Yihe Dong, Jean-Baptiste Cordonnier, and Andreas Loukas

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-29T04:08:37.263436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbd5cda5-ffe0-4317-b89e-6ecf7352a377 · outbound

This paper cites Gongfan Fang, Hongxu Yin, Saurav Muralidharan, Greg Heinrich, Jeff Pool, Jan Kautz, Pavlo Molchanov, and Xinchao Wang.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability Gongfan Fang, Hongxu Yin, Saurav Muralidharan, Greg Heinrich, Jeff Pool, Jan Kautz, Pavlo Molchanov, and Xinchao Wang

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-29T04:08:37.263436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5909ff0-022b-42f5-9461-2aa9e4a5a455 · outbound

This paper cites Wenyi Fang, Hao Zhang, Ziyu Gong, Longbin Zeng, Xuhui Lu, Biao Liu, Xiaoyu Wu, Yang Zheng, Zheng Hu, and Xun Zhang.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability Wenyi Fang, Hao Zhang, Ziyu Gong, Longbin Zeng, Xuhui Lu, Biao Liu, Xiaoyu Wu, Yang Zheng, Zheng Hu, and Xun Zhang

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-29T04:08:37.263436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 637eff9a-8d30-4ed4-8f27-6c3c5ef7a474 · outbound

This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-29T04:08:37.263436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5f6afae-4d8e-494c-8406-efe7c56fc9fb · outbound

This paper cites Neural tangent kernel: Convergence and generalization in neural networks.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability Neural tangent kernel: Convergence and generalization in neural networks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-29T04:08:37.263436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a8c3368-b52a-4f36-af74-645cd9277093 · outbound

This paper cites A scalable measure of loss landscape curvature for analyzing the training dynamics of LLMs.arXiv preprint arXiv:2601.16979.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability A scalable measure of loss landscape curvature for analyzing the training dynamics of LLMs.arXiv preprint arXiv:2601.16979

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-01T17:15:50.567437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 305747cc-ec12-4ea7-9dc1-b0fe3a125ae2 · outbound

This paper cites Schoenholz, Yasaman Bahri, Roman Novak, Jascha Sohl- Dickstein, and Jeffrey Pennington.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability Schoenholz, Yasaman Bahri, Roman Novak, Jascha Sohl- Dickstein, and Jeffrey Pennington

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-29T04:08:37.263436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cc45693-07cf-4564-9782-df1fbf6234bb · outbound

This paper cites Jingyuan Liu, Jianlin Su, Xingcheng Yao, Zhejun Jiang, et al.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability Jingyuan Liu, Jianlin Su, Xingcheng Yao, Zhejun Jiang, et al

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-29T04:08:37.263436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d24fd6cf-f90b-43b9-a2cb-f1ff53d49acf · outbound

This paper cites Dissecting query-key interac- tion in vision transformers.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability Dissecting query-key interac- tion in vision transformers

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-29T04:08:37.263436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7eadd7d1-663a-4520-b5b7-c57368b4c955 · outbound

This paper cites Haiquan Qiu and Quanming Yao.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability Haiquan Qiu and Quanming Yao

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-29T04:08:37.263436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0249ba52-d32e-48a9-a726-302241f8c3f8 · outbound

This paper cites Le, Geoffrey E.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability Le, Geoffrey E

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-29T04:08:37.263436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fb2244e-7999-44a6-a7c0-f701b9b7697d · outbound

This paper cites Liu, Lechao Xiao, Katie E.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability Liu, Lechao Xiao, Katie E

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-29T04:08:37.263436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1bdb9cc-1b21-4907-84a6-285dd1e300b6 · outbound

This paper cites mHC: Manifold-Constrained Hyper-Connections.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability mHC: Manifold-Constrained Hyper-Connections

Reference 23

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T17:15:50.564659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1bab8657-e195-4eff-a523-fc8d490b435d · outbound

This paper cites Autoaudit: Mining accounting and time-evolving graphs.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability Autoaudit: Mining accounting and time-evolving graphs

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T04:13:05.305323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 484737a9-7297-4153-a1c2-de70a1f25233 · outbound

This paper cites GLM-130B: an open bilingual pre-trained model.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability GLM-130B: an open bilingual pre-trained model

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-29T04:08:37.263436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70dd8879-5be2-44e6-9015-75c4db57b7af · outbound

This paper cites net/pdf?id=-Aw0rrrPUF.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability net/pdf?id=-Aw0rrrPUF

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-29T04:08:37.263436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3285fde6-bebc-4100-bd6d-6662480299a0 · outbound

This paper cites press/v202/zhai23a.html.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability press/v202/zhai23a.html

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-29T04:08:37.263436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c4f808c6-0bcb-41a8-a2fa-709761138b94 · inbound

One QK Channel, Many Sources: Guarding Low-Precision Attention Collapse cites this paper.

One QK Channel, Many Sources: Guarding Low-Precision Attention Collapse Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T15:20:16.117672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.