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Paper Citation Record · LEDGER

Language Games as the Pathway to Artificial Superhuman Intelligence

As of 10 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2501.18924.

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

pith.paper-citation-record.v1
2501.18924 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T22:01:12.462676Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

31 of 31 outbound references displayed

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  • verified fuzzy1
  • unresolved29
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External citation measurements

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Outbound references

Observation 8b2eb4a9-764e-4783-a8df-bb3a0195c9a3 · outbound

This paper cites GPT-4 Technical Report.

Language Games as the Pathway to Artificial Superhuman Intelligence GPT-4 Technical Report

Reference 1

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Observation f31b02e1-95f9-4e4e-aef9-db312408fbaa · outbound

This paper cites Self-playing Adversarial Language Game Enhances LLM Reasoning.

Language Games as the Pathway to Artificial Superhuman Intelligence Self-playing Adversarial Language Game Enhances LLM Reasoning

Reference 8

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source=pdf_text observed=2026-08-09T22:01:12.314741Z digest=sha256:c368c6a634e6f8c86b2386be9e120711250b71505977dfc8a00c4e95221a3d20

Observation 6e2d0f5a-81d2-4e99-a0a0-9a8a207d3e7f · outbound

This paper cites URL https://doi.org/ 10.1145/1553374.1553380.

Language Games as the Pathway to Artificial Superhuman Intelligence URL https://doi.org/ 10.1145/1553374.1553380

Reference 10

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Observation c56ceb60-7ee0-4cf2-83e7-c933ea89ca82 · outbound

This paper cites Open Problems in Cooperative AI.

Language Games as the Pathway to Artificial Superhuman Intelligence Open Problems in Cooperative AI

Reference 11

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source=pdf_text observed=2026-08-09T22:01:12.323984Z digest=sha256:f0e0dc0525a67689b25711cebe3a45f8d710e8b0016333d77f54d520e20f180a

Observation bc1c4e70-3e75-4196-8248-3509387f7049 · outbound

This paper cites Debating with More Persuasive LLMs Leads to More Truthful Answers.

Language Games as the Pathway to Artificial Superhuman Intelligence Debating with More Persuasive LLMs Leads to More Truthful Answers

Reference 18

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source=pdf_text observed=2026-08-09T22:01:12.356340Z digest=sha256:490ffa903c6312aaa15dd26dc2aff184ec1bbd32ce45528f93e9d509652200cf

Observation d60dfa1a-049b-4b17-9aa0-44cd6ca81e1f · outbound

This paper cites Autocurricula and the Emergence of Innovation from Social Interaction: A Manifesto for Multi-Agent Intelligence Research.

Language Games as the Pathway to Artificial Superhuman Intelligence Autocurricula and the Emergence of Innovation from Social Interaction: A Manifesto for Multi-Agent Intelligence Research

Reference 21

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source=pdf_text observed=2026-08-09T22:01:12.370197Z digest=sha256:3a5226af087554c056927254662923a4798aa4fef8a064f2a2de5b7b909862bf

Observation 366f94cb-e09c-45d4-acc2-767cfb927243 · outbound

This paper cites Large language models for artificial general intelligence (AGI): A survey of foundational principles and approaches.

Language Games as the Pathway to Artificial Superhuman Intelligence Large language models for artificial general intelligence (AGI): A survey of foundational principles and approaches

Reference 23

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source=pdf_text observed=2026-08-09T22:01:12.379376Z digest=sha256:96499a69ad403926ed23af8d3c506a7a3ddcc2a3b4d29d4dafa10c592f25e84e

Observation 30c80c7d-cd19-41e5-82da-a804703cc9fa · outbound

This paper cites The Evolution of LLM Adoption in Industry Data Curation Practices.

Language Games as the Pathway to Artificial Superhuman Intelligence The Evolution of LLM Adoption in Industry Data Curation Practices

Reference 26

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source=pdf_text observed=2026-08-09T22:01:12.397054Z digest=sha256:b5604d2daf33d9aab10163f7bb3a926dfd00085a1eff6557ff17001e675f9dee

Observation 7a131095-33fd-4bf4-879d-52eec7eda7b8 · outbound

This paper cites Boundless Socratic Learning with Language Games.

Language Games as the Pathway to Artificial Superhuman Intelligence Boundless Socratic Learning with Language Games

Reference 28

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source=pdf_text observed=2026-08-09T22:01:12.408068Z digest=sha256:f4f348f52d339eece928bedefda490fc92776f8d524fe1818654660e9f678a3b

Observation 531fbfc8-063c-4aac-b682-7057be63d0fb · outbound

This paper cites Agents Are Not Enough.

Language Games as the Pathway to Artificial Superhuman Intelligence Agents Are Not Enough

Reference 29

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source=pdf_text observed=2026-08-09T22:01:12.412979Z digest=sha256:7d77544f8d47b8cde901834c9f785cb67fb82cdef3e2f2b9fb440955727e769c

Observation e17ed037-a378-44eb-b841-cfdab7422a73 · outbound

This paper cites The Curse of Recursion: Training on Generated Data Makes Models Forget.

Language Games as the Pathway to Artificial Superhuman Intelligence The Curse of Recursion: Training on Generated Data Makes Models Forget

Reference 31

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source=pdf_text observed=2026-08-09T22:01:12.421784Z digest=sha256:3410d73552bfff6f2ec7517f04cabfdb739800b5b8f76a6b9171f98fe7396915

Observation 0afc715f-8713-4f01-8a59-1802273dd039 · outbound

This paper cites Multiagent Finetuning: Self Improvement with Diverse Reasoning Chains.

Language Games as the Pathway to Artificial Superhuman Intelligence Multiagent Finetuning: Self Improvement with Diverse Reasoning Chains

Reference 34

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source=pdf_text observed=2026-08-09T22:01:12.434196Z digest=sha256:ab8f9f13c0d486d7f37eae7b2c0289836183c77d4413869c0e9d1178c9803fe7

Observation f272bfd6-a76b-4937-b8c3-bf8a60723965 · outbound

This paper cites Theoretical Proof that Auto-regressive Language Models Collapse when Real-world Data is a Finite Set.

Language Games as the Pathway to Artificial Superhuman Intelligence Theoretical Proof that Auto-regressive Language Models Collapse when Real-world Data is a Finite Set

Reference 37

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source=pdf_text observed=2026-08-09T22:01:12.446229Z digest=sha256:b2b56f751464931023baf875d9eb5536a3c9fd84dc3949359b7c0f3b7a26ecbd

Observation e0bbb01a-c49d-4979-80ab-0756b7d0bca7 · outbound

This paper cites Densing Law of LLMs.

Language Games as the Pathway to Artificial Superhuman Intelligence Densing Law of LLMs

Reference 38

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source=pdf_text observed=2026-08-09T22:01:12.450093Z digest=sha256:1a418ec1209ae18ab926d574c18f0429034af66275842bc06d5e3d8450c647be

Observation a3f0dc46-9f63-4819-934b-743f37ba5f94 · outbound

This paper cites Qwen2.5 Technical Report.

Language Games as the Pathway to Artificial Superhuman Intelligence Qwen2.5 Technical Report

Reference 39

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source=pdf_text observed=2026-08-09T22:01:12.454330Z digest=sha256:3decafc826fe1f7348fe4da6cd4258a13826ccd54a8daa0f19af95bf7ac65ae8

Observation f1f40ad2-346e-465f-b572-6d93edff9fbc · outbound

This paper cites Diverse Auto-Curriculum is Critical for Successful Real-World Multiagent Learning Systems.

Language Games as the Pathway to Artificial Superhuman Intelligence Diverse Auto-Curriculum is Critical for Successful Real-World Multiagent Learning Systems

Reference 40

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source=pdf_text observed=2026-08-09T22:01:12.458402Z digest=sha256:c12775f24efe97c7c262561bd9d975fe073b140b986fea56abcac0a83543fcb3

Observation 2df03ef5-c62f-40c8-ad17-a0086cfae092 · outbound

This paper cites Zuboff, S.

Language Games as the Pathway to Artificial Superhuman Intelligence Zuboff, S

Reference 41

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source=pdf_text observed=2026-08-09T22:01:12.462676Z digest=sha256:5eefdb36e89fbf979b9d0dd61035bd0f6e0169f5fd0359b345920fb21effaf90

Observation 5ae58777-a42e-4a26-81be-823a2e7e6a37 · outbound

This paper cites R., Sohl-Dickstein, J., Fiedel, N., Warkentin, T., Dafoe, A., Faust, A., Farabet, C., and Legg, S.

Language Games as the Pathway to Artificial Superhuman Intelligence R., Sohl-Dickstein, J., Fiedel, N., Warkentin, T., Dafoe, A., Faust, A., Farabet, C., and Legg, S

Reference 1859

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source=pdf_text observed=2026-08-09T22:01:12.374776Z digest=sha256:a1fabd60439ecd374ee8d74ebe2cde3802fca96c80cccdc6e3683f8b77fe4657

Observation 5b095f0b-45bf-4d4e-947a-e7739f6127e5 · outbound

This paper cites Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments.

Language Games as the Pathway to Artificial Superhuman Intelligence Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 1954

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source=pdf_text observed=2026-08-09T22:01:12.425778Z digest=sha256:d4262c09b4b4a52ef7ee7ed0988d99c003d5d07f51e5d4fe1feb4c33be64f086

Observation bcb16009-2378-417e-9ce3-410658eb59f7 · outbound

This paper cites Evolving Deeper LLM Thinking.

Language Games as the Pathway to Artificial Superhuman Intelligence Evolving Deeper LLM Thinking

Reference 1999

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source=pdf_text observed=2026-08-09T22:01:12.360052Z digest=sha256:05976190cda2e6803ba96396d4b965f95e5a5c663d31c753bc4c03015467c39b

Observation 5a10dbe5-deb2-4c4c-bd1b-60e5c8cbb49e · outbound

This paper cites Automatic curriculum learning for deep RL: A short survey.

Language Games as the Pathway to Artificial Superhuman Intelligence Automatic curriculum learning for deep RL: A short survey

Reference 2001

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source=pdf_text observed=2026-08-09T22:01:12.392511Z digest=sha256:1015f69e05fa41300cc5f1adada8efb898eb5763dc640b01c8f70ab5ca91bc80

Observation 63807a02-ad25-4f36-8fd5-70f6931eafc6 · outbound

This paper cites D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al.

Language Games as the Pathway to Artificial Superhuman Intelligence D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al

Reference 2002

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source=pdf_text observed=2026-08-09T22:01:12.305103Z digest=sha256:7c1a3ab986dcd2585db6fe53a7f7e8d5f2a8827dbf867b7f0e152f4d1cc07c27

Observation 4f0c7343-72d3-41c2-9a70-a3b21dfa8d96 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Language Games as the Pathway to Artificial Superhuman Intelligence LLaMA: Open and Efficient Foundation Language Models

Reference 2010

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source=pdf_text observed=2026-08-09T22:01:12.437772Z digest=sha256:49fd6872a8bc87a267ff92aa0d360c7e08d85d367fdd4be12170a3d4500efddd

Observation 98b4d3cb-f28a-45e0-9b01-16e36874a971 · outbound

This paper cites Complementarity in Human-AI Collaboration: Concept, Sources, and Evidence.

Language Games as the Pathway to Artificial Superhuman Intelligence Complementarity in Human-AI Collaboration: Concept, Sources, and Evidence

Reference 2015

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source=pdf_text observed=2026-08-09T22:01:12.340556Z digest=sha256:c5adebbf00b34b288daf2501e26dfdd2fd1044a479e7aec31aae28e24a82c486

Observation fc9b84b0-0bbf-4623-9b75-f6e61b9983a6 · outbound

This paper cites AI safety via debate.

Language Games as the Pathway to Artificial Superhuman Intelligence AI safety via debate

Reference 2018

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source=pdf_text observed=2026-08-09T22:01:12.348632Z digest=sha256:ae40eefe49882bd37cb7ebd2e7e66fd7ffca565801a8f9e71f429926a0f8f107

Observation bccf9f39-fb9e-4daa-af86-e0b5e518ce76 · outbound

This paper cites doi: 10.18653/v1/2020.acl-main.463.

Language Games as the Pathway to Artificial Superhuman Intelligence doi: 10.18653/v1/2020.acl-main.463

Reference 2020

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source=pdf_text observed=2026-08-09T22:01:12.287287Z digest=sha256:4e3a53b4171690f43e27cd3cdd91f8e7a0bdd73acb7dfd55bb1dee09ffadfd81

Observation d1e9bc47-948f-4591-b499-587e9c18dba1 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Language Games as the Pathway to Artificial Superhuman Intelligence On the Opportunities and Risks of Foundation Models

Reference 2021

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source=pdf_text observed=2026-08-09T22:01:12.301063Z digest=sha256:7b4c118135ca1b7a9ccba35f2014b2595dc29ec09d8520f8c5448510a8dbcb1e

Observation c4503305-d63f-4452-bdc5-c8263579670d · outbound

This paper cites Spontaneous Reward Hacking in Iterative Self-Refinement.

Language Games as the Pathway to Artificial Superhuman Intelligence Spontaneous Reward Hacking in Iterative Self-Refinement

Reference 2022

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source=pdf_text observed=2026-08-09T22:01:12.383804Z digest=sha256:603c68bf79217bffb342c90955cfa4cda720ac2c0d0a1198ddf0a9a42c4ddc22

Observation b1b9714c-6744-4f72-b879-c5cbbe23aaf1 · outbound

This paper cites Improving Factuality and Reasoning in Language Models through Multiagent Debate.

Language Games as the Pathway to Artificial Superhuman Intelligence Improving Factuality and Reasoning in Language Models through Multiagent Debate

Reference 2023

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source=pdf_text observed=2026-08-09T22:01:12.332590Z digest=sha256:bc4ba5e0a00d9cbb55183bbb4e55afcf24d5be1e3f99f4d710c0aac4fcecdee4

Observation 53043760-a4b6-45e2-8806-49634371d0a8 · outbound

This paper cites From Persona to Personalization: A Survey on Role-Playing Language Agents.

Language Games as the Pathway to Artificial Superhuman Intelligence From Persona to Personalization: A Survey on Role-Playing Language Agents

Reference 2024

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source=pdf_text observed=2026-08-09T22:01:12.309876Z digest=sha256:a248fac3fc27128ae07f3c871d826cd28237fc1debcdd15c899281dceca5c929

Observation bcab560c-0b1e-41f6-8b86-2cab65420e32 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Language Games as the Pathway to Artificial Superhuman Intelligence DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 2025

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Pith citing papers

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