Paper Citation Record · LEDGER

Massive Spikes in LLMs are Bias Vectors: Mechanistic Uncovering and Spike-Free Quantization

As of 16 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2606.02288.

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

pith.paper-citation-record.v1
2606.02288 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T15:18:10.471409Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

14 of 14 outbound references displayed

verified exact1
verified fuzzy0
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e0b0b951-8b52-482b-b8e4-cef75346a4b2 · outbound

This paper cites Why do LLMs attend to the first token?.

Massive Spikes in LLMs are Bias Vectors: Mechanistic Uncovering and Spike-Free Quantization Why do LLMs attend to the first token?

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T22:36:17.033848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 80c7379f-9e03-4434-b55d-bc1c5b5c6b1c · outbound

This paper cites What are you sinking? A geometric approach on attention sink.

Massive Spikes in LLMs are Bias Vectors: Mechanistic Uncovering and Spike-Free Quantization What are you sinking? A geometric approach on attention sink

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T22:36:17.027283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e088516b-eccd-4e0b-862b-2d4543529564 · outbound

This paper cites Mitigating Quantization Errors Due to Activation Spikes in GLU-Based LLMs.

Massive Spikes in LLMs are Bias Vectors: Mechanistic Uncovering and Spike-Free Quantization Mitigating Quantization Errors Due to Activation Spikes in GLU-Based LLMs

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:36:17.030848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5660bbd5-40f9-4402-9468-c46cc73910ca · outbound

This paper cites Push- Pull.

Massive Spikes in LLMs are Bias Vectors: Mechanistic Uncovering and Spike-Free Quantization Push- Pull

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-28T15:18:10.471409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bd5fae8-ccd3-43a1-b5a9-b61c63a63786 · outbound

This paper cites modulo 64.

Massive Spikes in LLMs are Bias Vectors: Mechanistic Uncovering and Spike-Free Quantization modulo 64

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-28T15:18:10.471409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2918fb05-fa50-45c4-8fdf-a88dfa8ea647 · outbound

This paper cites Due to the nascent state of the activation patterns, only the subset of sink tokens exhibiting early-onset spikes are detected.

Massive Spikes in LLMs are Bias Vectors: Mechanistic Uncovering and Spike-Free Quantization Due to the nascent state of the activation patterns, only the subset of sink tokens exhibiting early-onset spikes are detected

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-28T15:18:10.471409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4adc8708-2538-42b1-9975-f3fc5e7f980f · outbound

This paper cites This stage captures any remaining sink tokens that did not spark in Layer 0.

Massive Spikes in LLMs are Bias Vectors: Mechanistic Uncovering and Spike-Free Quantization This stage captures any remaining sink tokens that did not spark in Layer 0

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-28T15:18:10.471409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 376cf364-55ff-4b46-ac5c-813146644944 · outbound

This paper cites an unresolved cited work.

Massive Spikes in LLMs are Bias Vectors: Mechanistic Uncovering and Spike-Free Quantization Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-28T15:18:10.471409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2059f85f-2c2b-487a-b713-36cd1a7303ec · outbound

This paper cites an unresolved cited work.

Massive Spikes in LLMs are Bias Vectors: Mechanistic Uncovering and Spike-Free Quantization Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-28T15:18:10.471409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35280333-9381-4998-b836-9dafb62ea027 · outbound

This paper cites an unresolved cited work.

Massive Spikes in LLMs are Bias Vectors: Mechanistic Uncovering and Spike-Free Quantization Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-28T15:18:10.471409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 111d5285-7d4b-4d44-b6e8-6dba18efa0c2 · outbound

This paper cites sink token.

Massive Spikes in LLMs are Bias Vectors: Mechanistic Uncovering and Spike-Free Quantization sink token

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-28T15:18:10.471409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0ac6e3d-9236-492e-a647-23487b7209c7 · outbound

This paper cites an unresolved cited work.

Massive Spikes in LLMs are Bias Vectors: Mechanistic Uncovering and Spike-Free Quantization Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-28T15:18:10.471409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaf5b15e-2c68-4f7e-9785-e36ab99bb3a7 · outbound

This paper cites an unresolved cited work.

Massive Spikes in LLMs are Bias Vectors: Mechanistic Uncovering and Spike-Free Quantization Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-28T15:18:10.471409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af653838-32c5-4261-8048-2366e87fe206 · outbound

This paper cites • Vision: ImageNet-1K (Deng et al., 2009) (Custom; Non-Commercial), and Flickr30k (Young et al., 2014) (Custom; Research Use) via [HuggingFace].

Massive Spikes in LLMs are Bias Vectors: Mechanistic Uncovering and Spike-Free Quantization • Vision: ImageNet-1K (Deng et al., 2009) (Custom; Non-Commercial), and Flickr30k (Young et al., 2014) (Custom; Research Use) via [HuggingFace]

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-28T15:18:10.471409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.