Paper Citation Record · LEDGER

An Isotropy-Preserving Spectral Cap for Muon: Theory and Three Case Studies

As of 21 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 0 inbound Pith citation observations for arXiv:2607.19771.

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

pith.paper-citation-record.v1
2607.19771 v1

Coverage vector

measured 4 of 4 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T11:54:35.996237Z

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

4 of 4 outbound references displayed

verified exact0
verified fuzzy0
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 55e5c0eb-4757-49d1-9eb8-3d238c96c5ab · outbound

This paper cites Why Low-Precision Transformer Training Fails: An Analysis on Flash Attention.

An Isotropy-Preserving Spectral Cap for Muon: Theory and Three Case Studies Why Low-Precision Transformer Training Fails: An Analysis on Flash Attention

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T11:54:35.779079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4efd2cc-4014-49d6-8576-a7890161caa5 · outbound

This paper cites Muon is Scalable for LLM Training.

An Isotropy-Preserving Spectral Cap for Muon: Theory and Three Case Studies Muon is Scalable for LLM Training

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T11:54:35.882723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac412ca8-a559-483f-a02a-01071d142872 · outbound

This paper cites an unresolved cited work.

An Isotropy-Preserving Spectral Cap for Muon: Theory and Three Case Studies Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T11:54:35.947455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb051ba3-c30f-4233-95f0-7fef6c28d01d · outbound

This paper cites Karpathy.

An Isotropy-Preserving Spectral Cap for Muon: Theory and Three Case Studies Karpathy

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T11:54:35.996237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.