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Paper Citation Record · LEDGER

An Information Theory of Compute-Optimal Size Scaling, Emergence, and Plateaus in Language Models

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2410.01243.

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

pith.paper-citation-record.v1
2410.01243 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:33:05.307058Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T06:40:24.954391Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 4ad03e50-f14c-4676-bde9-b494977d04a3 · inbound

CLOUD: A Scalable and Physics-Informed Foundation Model for Crystal Representation Learning cites this paper.

CLOUD: A Scalable and Physics-Informed Foundation Model for Crystal Representation Learning An Information Theory of Compute-Optimal Size Scaling, Emergence, and Plateaus in Language Models

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-15T19:33:05.307058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:33:05.307058Z digest=sha256:77f777ba4f16e014e1a2e53d04adb47f5bcd2f2816c1181b3984412c8e2508c7

Observation f7d8cc1c-0c02-4cea-b347-2c1ea26ab6c9 · inbound

Feature Learning in Linear-Width Two-Layer Networks: Two vs. One Step of Gradient Descent cites this paper.

Feature Learning in Linear-Width Two-Layer Networks: Two vs. One Step of Gradient Descent An Information Theory of Compute-Optimal Size Scaling, Emergence, and Plateaus in Language Models

Reference 219

Resolution
verified exact
arxiv_id, observed 2026-05-20T01:32:55.915763Z

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.

source=arxiv_source observed=2026-05-20T01:29:14.555216Z digest=sha256:8b17a63e34300fa5f85ccc65770ecd839b98bd3f8e3802305fdec322e8e51d2e

Observation c09ff053-0a39-4998-b0e1-b02f87cba1ab · inbound

Feature Learning in Linear-Width Two-Layer Networks: Two vs. One Step of Gradient Descent cites this paper.

Feature Learning in Linear-Width Two-Layer Networks: Two vs. One Step of Gradient Descent An Information Theory of Compute-Optimal Size Scaling, Emergence, and Plateaus in Language Models

Reference 219

Resolution
verified exact
arxiv_id, observed 2026-05-25T06:40:24.957452Z

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.

source=arxiv_source observed=2026-05-25T06:39:16.246591Z digest=sha256:6f1afba667c84233aa1680b685c31c69a7d5c652c51be6b8713b046b1611b902