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Paper Citation Record · LEDGER

A non-ergodic framework for understanding emergent capabilities in Large Language Models

As of 11 August 2026, this Paper Citation Record lists 100 of 131 outbound references and 0 inbound Pith citation observations for arXiv:2501.01638.

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

pith.paper-citation-record.v1
2501.01638 v2

Coverage vector

measured 100 of 131 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:27:47.884086Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

100 of 131 outbound references displayed

  • verified exact7
  • verified fuzzy3
  • unresolved89
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 73a03c40-aa51-4fc1-b901-63e6cc3b7e12 · outbound

This paper cites an unresolved cited work.

A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 1

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Observation 2e352e6d-1ab9-4124-b147-0ec505514fd0 · outbound

This paper cites GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints.

A non-ergodic framework for understanding emergent capabilities in Large Language Models GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints

Reference 2

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Observation 13c01604-7b59-4abd-9fc2-d66d28f962e8 · outbound

This paper cites M., Zhai, X., Kolesnikov, A., & Beyer, L.

A non-ergodic framework for understanding emergent capabilities in Large Language Models M., Zhai, X., Kolesnikov, A., & Beyer, L

Reference 3

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Observation f0a07516-927a-4152-8eff-a1ba01c189d9 · outbound

This paper cites an unresolved cited work.

A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 4

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Observation ff036bc7-2012-47c3-9316-cdf6a2552c68 · outbound

This paper cites an unresolved cited work.

A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 5

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation b3621b0f-3d92-44cf-9119-390efc66c3ca · outbound

This paper cites an unresolved cited work.

A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 6

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Observation 2979f3f5-fa35-4ead-b099-7170f70cfd64 · outbound

This paper cites Phase Transitions in the Output Distribution of Large Language Models.

A non-ergodic framework for understanding emergent capabilities in Large Language Models Phase Transitions in the Output Distribution of Large Language Models

Reference 7

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Observation 913b08e7-e173-42ff-833f-b54c921b8351 · outbound

This paper cites A Theory for Emergence of Complex Skills in Language Models.

A non-ergodic framework for understanding emergent capabilities in Large Language Models A Theory for Emergence of Complex Skills in Language Models

Reference 8

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Observation 8382b5f1-3652-4b8a-8989-f3d7e79aa5fd · outbound

This paper cites B., & Dol´ eans-Dade, C.

A non-ergodic framework for understanding emergent capabilities in Large Language Models B., & Dol´ eans-Dade, C

Reference 9

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source=pdf_text observed=2026-08-10T22:27:47.482848Z digest=sha256:476326c610c19790053d90536b1fde4de714f7a5879cce655b61504578e510f3

Observation 106770e2-ff7a-49b8-9b72-ddb71dbc314a · outbound

This paper cites A General Language Assistant as a Laboratory for Alignment.

A non-ergodic framework for understanding emergent capabilities in Large Language Models A General Language Assistant as a Laboratory for Alignment

Reference 10

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Observation f29e0700-84b5-4854-82f7-aeee0ac10f82 · outbound

This paper cites an unresolved cited work.

A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 11

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Observation b35d76a6-4920-4eb6-adc9-b83b2bef57b8 · outbound

This paper cites Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists.

A non-ergodic framework for understanding emergent capabilities in Large Language Models Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists

Reference 12

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Observation afe24bae-e829-4481-be0b-b0ce791b2a44 · outbound

This paper cites an unresolved cited work.

A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 13

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Observation 973df1ea-cee4-422d-a0d9-0575f5720d76 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Transformers are Universal Predictors

Reference 14

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation ccfd3f2b-4425-4c4b-9bc0-16bae6da48df · outbound

This paper cites an unresolved cited work.

A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 15

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Observation 72783787-c832-421a-9de9-a8527444641b · outbound

This paper cites Mechanistic Interpretability for AI Safety -- A Review.

A non-ergodic framework for understanding emergent capabilities in Large Language Models Mechanistic Interpretability for AI Safety -- A Review

Reference 16

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Observation eb069167-e4c5-47c0-aa20-5cec335b8703 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models G., Bradley, H., O’Brien, K., Hallahan, E., Khan, M

Reference 17

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Observation e955121b-ccc3-4cb9-9adb-a107e02d8ca2 · outbound

This paper cites an unresolved cited work.

A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 18

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Observation 1e65da5b-d283-4c26-a063-aef75d5b450e · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models D., Collins, T

Reference 19

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Observation 296588a7-c0a5-46fd-ad49-9ebc7177c478 · outbound

This paper cites M., & Mauro, J.

A non-ergodic framework for understanding emergent capabilities in Large Language Models M., & Mauro, J

Reference 20

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Observation 9281491d-b55a-4530-a6bb-2f510f2d6698 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 21

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Observation 0111df27-1127-4f09-a4b2-c1fb452d04d1 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Quantifying Semantic Emergence in Language Models

Reference 22

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Observation b06004e3-ace0-4139-abaa-ca75fbe2eed9 · outbound

This paper cites an unresolved cited work.

A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 23

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Observation 92930c89-dbda-4e86-8f0d-a351061b384b · outbound

This paper cites W., Sutton, C., & Gehrmann, S.

A non-ergodic framework for understanding emergent capabilities in Large Language Models W., Sutton, C., & Gehrmann, S

Reference 24

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Observation 46bf52a8-f437-4fcb-af2b-7a6518b71a40 · outbound

This paper cites an unresolved cited work.

A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

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Observation 06bc127b-eb27-4339-9e1b-ea4d82b0dcf6 · outbound

This paper cites an unresolved cited work.

A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 26

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Observation 5058c6b2-29f8-42db-b623-cbd11934a33f · outbound

This paper cites an unresolved cited work.

A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 27

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Observation 3b0a35ad-16e6-4556-931e-3d17bcd3f5ee · outbound

This paper cites P., Fomin, S.

A non-ergodic framework for understanding emergent capabilities in Large Language Models P., Fomin, S

Reference 28

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Observation faba26bc-00d6-4cd4-a2e4-f5f5463ba462 · outbound

This paper cites A., Liddle, A.

A non-ergodic framework for understanding emergent capabilities in Large Language Models A., Liddle, A

Reference 29

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Observation 8a663072-68cc-4129-b022-098c638c5762 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 30

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Observation e3b18293-1693-461c-ad82-6339c19f86ce · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models C., & Hohenberg, P

Reference 31

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Observation 9f5cb972-c7aa-44cf-85bf-275d11acdc69 · outbound

This paper cites an unresolved cited work.

A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

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Observation f0cdb7cb-e83b-4324-8bec-ccd7331da62b · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

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Observation 860df9de-4a31-4dae-9f81-ded21e815ec0 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

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Observation e7645611-f5df-4aa6-a480-2e0c6800edc2 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Towards A Rigorous Science of Interpretable Machine Learning

Reference 35

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Observation 4549e42b-6fe7-4904-bf6c-791357341529 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

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Observation 59296fcd-3a31-458e-8dd4-d0c8aec5d04e · outbound

This paper cites an unresolved cited work.

A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

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Observation 10a562b6-bfa3-4f15-ae74-30a959cc2ad4 · outbound

This paper cites an unresolved cited work.

A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 38

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Observation 7d93f869-22fd-4d43-a13b-046a087a6b20 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Hierarchical Neural Story Generation

Reference 39

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Observation 242f1811-7382-44cd-89b8-4820118667d2 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 40

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Observation c21bb352-17aa-44e4-86ae-de31ca2a2322 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

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Reference 46

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A non-ergodic framework for understanding emergent capabilities in Large Language Models World Models

Reference 48

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A non-ergodic framework for understanding emergent capabilities in Large Language Models A., & Pascanu, R

Reference 49

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Reference 50

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Reference 51

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Observation 92ae4711-424d-4469-9d63-86b22db9bf54 · outbound

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Reference 52

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Reference 53

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Observation a60be954-2453-4c42-a99c-d1765b3006be · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 54

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 55

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Observation 4a836fb5-6c15-4e88-9941-ba3691929484 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Measuring Massive Multitask Language Understanding

Reference 56

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Observation 76f8aea3-86cb-4c4a-b8a3-de41f7d33358 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 57

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Observation f91de527-5c39-4ea6-bb88-cc1d30e8eec4 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 58

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Observation 748d0ed8-0926-43a6-8c27-ebd117b0e64e · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models (2020, April 28)

Reference 59

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Observation 87e9feac-e841-42bd-adf2-cc3f70de61c0 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 60

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Observation af0e8fcd-7ae4-46a6-9426-79fc66eb42d1 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 61

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Observation 970fccba-f2be-4590-a4f1-9c0672871887 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 62

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Observation 951b980e-fa37-4cfa-8ae2-f590bc5b4768 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Scaling Laws for Neural Language Models

Reference 63

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 64

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Reference 65

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Observation 93f62d9f-6644-498e-85d6-d40086d90457 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 66

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Observation 15444da8-f2ae-4634-a2c2-d1ff9a78f008 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 67

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Observation 2793582d-6c4f-4291-b784-0ff3e6932305 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 68

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Observation ad20d693-4ba7-4c29-ac58-a593a6a2e406 · outbound

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Reference 69

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Observation 699d0b1b-64ba-4147-a412-5e9e5f8a60fa · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models (2006).Bifurcation theory: An introduction with applications to PDEs (Vol

Reference 70

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Observation 12d20235-fadf-4ec9-b032-c285f35f2127 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 71

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Observation 316f8c4d-df0e-4184-b8e9-8cd2b4141632 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models A Simple Combinatorial Model of World Economic History

Reference 72

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Observation ffcd0339-15ac-4ec1-9328-bd084f6ee258 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Can large language models explore in-context?

Reference 73

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Observation 147c7dee-6b36-43ff-b793-72ec0043c744 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

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Observation ded56de6-14a1-4a30-aa8c-dc97165522d3 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

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Observation 26f41e4a-c01d-4b3c-9afd-a947269cd60c · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models L., & Penrose, O

Reference 76

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Observation b1aca572-d5e2-42d3-936d-c7fee44c3bcc · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 77

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Observation 17f7a28d-a9c3-4c11-8603-0fe8259cc66b · outbound

This paper cites Standing on the Shoulders of Giant Frozen Language Models.

A non-ergodic framework for understanding emergent capabilities in Large Language Models Standing on the Shoulders of Giant Frozen Language Models

Reference 78

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Observation ee56d9e5-cc0d-4c07-a52f-1900cca88035 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 79

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Observation 8b8a175d-54c6-4575-9e0b-663a713be393 · outbound

This paper cites an unresolved cited work.

A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 80

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Observation 3a3bf5f1-4ae0-4f36-bde8-0d2321202fd5 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models M., & Novick, M

Reference 81

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Observation 93cb10b3-9e7b-472e-b8a6-5bb563b8d910 · outbound

This paper cites an unresolved cited work.

A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 82

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Reference 83

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Observation 22d4c7bf-aaf0-461e-8193-877bdace304c · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Language Model Evaluation Beyond Perplexity

Reference 87

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Reference 88

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Observation 6e50d2f0-4cd6-46a6-8b97-e30cad0d2003 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Phase transition in large language models and the criticality of natural languages

Reference 89

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Progress measures for grokking via mechanistic interpretability

Reference 90

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Observation e0d7d695-3d90-4337-b8da-a8b5a9d7460e · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Frozen Transformers in Language Models Are Effective Visual Encoder Layers

Reference 92

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

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Observation 1d51f3f3-a6f3-424d-a35b-5c0f5cbc94ed · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models I., Kemker, R., Part, J

Reference 94

Resolution
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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 34e678ac-7cba-4614-91eb-e0d8ccf24934 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 95

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Observation 5d39c373-6267-45ba-baa0-1ffb4ca26143 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation

Reference 96

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 44caa187-367b-4504-84be-d7d48cbf0456 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 97

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 99

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Observation ca792ad7-43dd-4e52-b135-0f8c92f6c369 · outbound

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A non-ergodic framework for understanding emergent capabilities in Large Language Models Unresolved cited work

Reference 100

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Pith citing papers

No inbound Pith citation observations are available.