Paper Citation Record · LEDGER

Broken Neural Scaling Laws

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2210.14891.

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

pith.paper-citation-record.v1
2210.14891 v17

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:06:53.155107Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

15
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation e5b8ac41-fc91-41b5-afaf-6d01e152e47e · inbound

Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling cites this paper.

Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling Broken Neural Scaling Laws

Reference 210

Resolution: verified exact; arxiv_id, observed 2026-05-15T17:45:18.005186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0d4a285e-3ccc-427e-8048-303768a69927 · inbound

Scaling Relationship on Learning Mathematical Reasoning with Large Language Models cites this paper.

Scaling Relationship on Learning Mathematical Reasoning with Large Language Models Broken Neural Scaling Laws

Reference 64

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T00:22:11.057422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ff8ca517-ba4c-4a01-8dc4-2717aae98264 · inbound

X-Factor: Quality Is a Dataset-Intrinsic Property cites this paper.

X-Factor: Quality Is a Dataset-Intrinsic Property Broken Neural Scaling Laws

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T13:06:53.155107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 282fcb84-bb5a-4003-a40f-89c1026087ec · inbound

Bayesian Neural Scaling Law Extrapolation with Prior-Data Fitted Networks cites this paper.

Bayesian Neural Scaling Law Extrapolation with Prior-Data Fitted Networks Broken Neural Scaling Laws

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-07T13:01:07.344212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfa26d7c-1cd2-4395-9cd4-0e91a68d634d · inbound

Training Dynamics Underlying Language Model Scaling Laws: Loss Deceleration and Zero-Sum Learning cites this paper.

Training Dynamics Underlying Language Model Scaling Laws: Loss Deceleration and Zero-Sum Learning Broken Neural Scaling Laws

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T10:31:20.353468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1e3447c-cb80-4840-93aa-5ed3ab6d4741 · inbound

A Theory of Inference Compute Scaling: Reasoning through Directed Stochastic Skill Search cites this paper.

A Theory of Inference Compute Scaling: Reasoning through Directed Stochastic Skill Search Broken Neural Scaling Laws

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T05:07:39.756787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 035c8a12-cda5-4052-aa20-9b823d2eb086 · inbound

AI-Native Autonomous Infrastructure (ANAI): A Formal Framework for the Next General-Purpose Technology cites this paper.

AI-Native Autonomous Infrastructure (ANAI): A Formal Framework for the Next General-Purpose Technology Broken Neural Scaling Laws

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T22:56:33.756915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2f76f5c9-94ae-4edd-8186-bad9bc46476d · inbound

Are Flat Minima an Illusion? cites this paper.

Are Flat Minima an Illusion? Broken Neural Scaling Laws

Reference 118

Resolution: verified exact; arxiv_id, observed 2026-05-15T01:13:25.638427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 26225d66-cf63-4c4a-95f6-b97b52993f27 · inbound

Lying Is Just a Phase: The Hidden Alignment Transition in Language Model Scaling cites this paper.

Lying Is Just a Phase: The Hidden Alignment Transition in Language Model Scaling Broken Neural Scaling Laws

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-20T22:09:07.064845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 80bb4aba-46c2-4bcb-880b-82b24ee72b9a · inbound

The Growing Pains of Frontier Models: When Leaderboards Stop Separating and What to Measure Next cites this paper.

The Growing Pains of Frontier Models: When Leaderboards Stop Separating and What to Measure Next Broken Neural Scaling Laws

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-20T21:59:06.063540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e4469700-8701-48ee-9602-bd35c4b850b2 · inbound

Unified Neural Scaling Laws cites this paper.

Unified Neural Scaling Laws Broken Neural Scaling Laws

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-06-29T23:44:02.768783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8a1e4153-2090-4194-8fe1-cf968ead3357 · inbound

Does Capability Transfer to Subjective Behavior -- and Would Our Instruments Tell Us? A Self-Evolving, Trust-by-Construction Evaluation Paradigm cites this paper.

Does Capability Transfer to Subjective Behavior -- and Would Our Instruments Tell Us? A Self-Evolving, Trust-by-Construction Evaluation Paradigm Broken Neural Scaling Laws

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:03:26.801854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 98725620-515b-44a7-906b-c4b3b74f2360 · inbound

Reliability Scaling Laws for Quantized Large Language Models cites this paper.

Reliability Scaling Laws for Quantized Large Language Models Broken Neural Scaling Laws

Reference 135

Resolution: unresolved; no resolver link, observed 2026-07-14T08:45:52.855783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50160e73-6b0e-43bc-b219-08998816b64a · inbound

Information-Theoretic Limits of Reliability and Scaling in Language Models cites this paper.

Information-Theoretic Limits of Reliability and Scaling in Language Models Broken Neural Scaling Laws

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T14:45:35.878860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52d6e6d8-23f7-448d-80a8-8e39d750a508 · inbound

Position: Stop Reactively Patching Your Model Every Time and Start Proactive Test-Driven AI Development cites this paper.

Position: Stop Reactively Patching Your Model Every Time and Start Proactive Test-Driven AI Development Broken Neural Scaling Laws

Reference 119

Resolution: unresolved; no resolver link, observed 2026-08-02T07:40:24.704942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.