Paper Citation Record · LEDGER

Loss Landscape Degeneracy and Stagewise Development in Transformers

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 26 inbound Pith citation observations for arXiv:2402.02364.

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

pith.paper-citation-record.v1
2402.02364 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 26 of 26 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 26 of 26 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T23:32:04.092945Z

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

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External citation measurements

0
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 6fcacfde-3146-4b33-b873-e0127d75a7a0 · inbound

Structure Development in List-Sorting Transformers cites this paper.

Structure Development in List-Sorting Transformers Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T23:32:04.092945Z

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Observation 0379b086-8d57-4efb-ac65-fdc0aeaa16d6 · inbound

Estimating the Probability of Sampling a Trained Neural Network at Random cites this paper.

Estimating the Probability of Sampling a Trained Neural Network at Random Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-09T22:32:02.259078Z

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Observation 1843eddf-e8a3-4f10-b0b8-618978f5547e · inbound

Grokking vs. Learning: Same Features, Different Encodings cites this paper.

Grokking vs. Learning: Same Features, Different Encodings Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-09T14:44:27.036736Z

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Observation 0254cd59-d618-4ed7-9c14-3c66528f35c7 · inbound

You Are What You Eat -- AI Alignment Requires Understanding How Data Shapes Structure and Generalisation cites this paper.

You Are What You Eat -- AI Alignment Requires Understanding How Data Shapes Structure and Generalisation Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-08T19:15:54.873750Z

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Observation 7c988df2-e6db-4891-bb69-7162808f331f · inbound

Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence cites this paper.

Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T15:00:55.731152Z

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Observation 36d38018-c528-49ad-8d71-e2bdae93d9fa · inbound

TRACE for Tracking the Emergence of Semantic Representations in Transformers cites this paper.

TRACE for Tracking the Emergence of Semantic Representations in Transformers Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:42:11.363810Z

Source-reported events for the cited work

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Observation 378d71fc-b419-4785-9bf0-148d04e30427 · inbound

Model Organisms for Emergent Misalignment cites this paper.

Model Organisms for Emergent Misalignment Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.155535Z

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Observation 40e5b8ec-2c62-4b0e-b4dc-3f7b1e6afa48 · inbound

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis cites this paper.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 125

Resolution: unresolved; no resolver link, observed 2026-08-06T17:03:44.375025Z

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Observation ea51b8bc-738e-4c14-ba7e-14c28cfed4fb · inbound

From Global to Local: A Scalable Benchmark for Local Posterior Sampling cites this paper.

From Global to Local: A Scalable Benchmark for Local Posterior Sampling Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T12:50:59.046864Z

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Observation 3837bd7c-b4ce-44fd-9e6b-7264d8d554c6 · inbound

Embryology of a Language Model cites this paper.

Embryology of a Language Model Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T10:16:49.924126Z

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Observation fc4ca220-8ecc-4f70-96b9-d18021a425e3 · inbound

Influence Dynamics and Stagewise Data Attribution cites this paper.

Influence Dynamics and Stagewise Data Attribution Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T10:05:14.055998Z

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Observation 153f2809-fe24-4b79-9a67-36436baf761b · inbound

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models cites this paper.

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 112

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T12:40:54.798243Z

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 05bc9cc9-f922-4138-9665-f0de3c873640 · inbound

Specialization of softmax attention heads: insights from the high-dimensional single-location model cites this paper.

Specialization of softmax attention heads: insights from the high-dimensional single-location model Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T19:04:54.298133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9480e70e-4cf5-4ffe-b151-e57ca077917c · inbound

Mechanistic Anomaly Detection via Functional Attribution cites this paper.

Mechanistic Anomaly Detection via Functional Attribution Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 66

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T12:46:09.679392Z

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 77908015-a7fa-4e34-be0a-a6fe13e15992 · inbound

Susceptibilities and Patterning: A Primer on Linear Response in Bayesian Learning cites this paper.

Susceptibilities and Patterning: A Primer on Linear Response in Bayesian Learning Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:55:54.453027Z

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 4d6172f2-b55b-4c44-95ca-8452d9566449 · inbound

When Are Two Networks the Same? Tensor Similarity for Mechanistic Interpretability cites this paper.

When Are Two Networks the Same? Tensor Similarity for Mechanistic Interpretability Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T03:19:43.706396Z

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 90421bbe-52ae-4788-bda6-97bf07d81983 · inbound

Phase Transitions in Driven Informational Systems: A Two-Field Perspective on Learning Theory and Non-Equilibrium Chemistry cites this paper.

Phase Transitions in Driven Informational Systems: A Two-Field Perspective on Learning Theory and Non-Equilibrium Chemistry Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-21T00:33:52.273395Z

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 862d105c-e49f-475a-8e34-00db6ecf9baa · inbound

GeoMathCode: Understanding Interleaved Math-Code Reasoning for Geometry Problem Solving cites this paper.

GeoMathCode: Understanding Interleaved Math-Code Reasoning for Geometry Problem Solving Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:54:01.537195Z

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 ca821719-e9de-4a41-a99f-1d57ad263a47 · inbound

Dead Directions: Geometric Singular Learning cites this paper.

Dead Directions: Geometric Singular Learning Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-02T11:36:55.222564Z

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 5f7c0883-cc47-4ecb-959b-9c060f6df868 · inbound

Algebraic Dead Directions in LayerNorm Transformers: A Forward-Pass-Only Diagnostic at LLM Scale cites this paper.

Algebraic Dead Directions in LayerNorm Transformers: A Forward-Pass-Only Diagnostic at LLM Scale Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-04T00:29:15.304368Z

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 21be710b-6d8c-4492-a5c1-e970df2acd17 · inbound

Dead-Direction Signatures: A Cheap Spectral Reading of Singular Complexity cites this paper.

Dead-Direction Signatures: A Cheap Spectral Reading of Singular Complexity Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:19:38.274302Z

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 ae75ebc3-d019-4977-a5f3-ed2d41cf6a88 · inbound

Natural Ungrokking: Asymmetric Control of Which Rules Survive Pretraining cites this paper.

Natural Ungrokking: Asymmetric Control of Which Rules Survive Pretraining Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T21:10:09.104831Z

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 1b3b2190-e339-4bf4-9f48-ce4fece854ac · inbound

Local Redundancy: An Information-Theoretic Measure of Plasticity from Synthetic Memorization cites this paper.

Local Redundancy: An Information-Theoretic Measure of Plasticity from Synthetic Memorization Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T05:21:31.248955Z

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Observation a63d274e-8495-4e71-b2ed-013226c118b7 · inbound

Emergent Misalignment Recruits a Pre-existing Persona Subspace cites this paper.

Emergent Misalignment Recruits a Pre-existing Persona Subspace Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 109

Resolution: unresolved; no resolver link, observed 2026-08-01T07:46:13.326581Z

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Observation 8b167b22-37a8-411c-98b9-83b147e8fe58 · inbound

A Statistical Difference between Single-Layer Learning and Hierarchical Learning in Wide Neural Networks cites this paper.

A Statistical Difference between Single-Layer Learning and Hierarchical Learning in Wide Neural Networks Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-30T23:28:29.130740Z

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Unavailable: canonical work link unavailable.

Observation bccb15ba-0296-4636-9791-45d23364e4d2 · inbound

The Kinetics of Training: A Driven-Nucleation Rate Law for Emergence, Plasticity Loss, and Circuit Control in Language Models cites this paper.

The Kinetics of Training: A Driven-Nucleation Rate Law for Emergence, Plasticity Loss, and Circuit Control in Language Models Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T10:34:41.228017Z

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Unavailable: canonical work link unavailable.