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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 2026-08-10T06:31:04.303077+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

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Source: cited_works

Reference resolution

31 of 31 outbound references displayed

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  • unresolved29
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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:bb66dff3e30fa0e11ebe2ba5a8938fc68033b4f073ae9f476fd69a753e5a1414

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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source=pdf_text observed=2026-08-09T22:01:12.291936Z digest=sha256:2785699303cca9e5c3cdeadda65d4e01e41409875139853c427c1800ce5105fb

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=sha256:95b5109504c9bff86ef3de78e94eb71933a1d533aedc8f7bd78e34399345f1df

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:b0231d47e712018585dd847f6645ecdbb61aed903155e300a44062b23922f6bc

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:ceb657aa88b66d000cab9b244b228a8d52b4232bf6b5ff64dc06e10bb2384e52

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:f010280729fa5c24881717b11fd8f0110a11b168688f563c3c39dc30b5c1061b

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:d2e591c86316fc3903255070ae1f1e98d8a54a5701fc9f38c550569d5bfd949b

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=sha256:51f99acc367f99289cbbf7a81acb91da82f7e5869f0a17169b82e64920200f1f

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=sha256:52ecab032581a9b51db1fbddd2d811c5f383094ea1a6260189992d5d01b5a8ba

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:d526429d1cb25f152165f6b0634d9cb09fe721ccbd145eb3e68e6dae7768eb85

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:c68d4d2d4f2b1515928584338da2e57bc0f94d1d9f07b67f87b137a6f6d705e5

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=sha256:6bed5abb9e551a6e063d8fb1003b1df5ce290e99a8473c79075ff1050b3ced30

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=sha256:434753dd247ef49b18f8986564cc15e268652a5c3876b37071ead428a982e4b8

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=sha256:63d17f1c1ccd7b5fb32fda2eb3a8ef8e40a7b692d2e94abc04b32d059729ceb6

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=sha256:46e8e0c79335911fbb4ae47c724e3d26b5e9b32ea4eeb2aa61691f24b79044fd

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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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=sha256:30c0eb298b35878310168c44e800ada67a5630e0528bb208327f781c09a98558

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:ae812831a270feebe9a2990539618479074cb8f6ac76d937bfd23e29ab00369d

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:b5e5fd858b51f1d81eecf86c660a96da9e2afcfaae7f49a1cb42fdb1a4ed057b

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=sha256:5b767a0bcf79b086e37015165f2f6da7fb7c64c275867089051b83d380b3b55b

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:e799449f4a6da9bf0c830a1da566fa6f9dd0995bab5fca59114fb1b1715b1426

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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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=sha256:32fccb81938c7e9f781359a2bd69482614a6d294fe9237f447ded8276bde7d4f

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=sha256:74da62b9404a19eecea7bb390843f25b9d61b7023b2e29d52f2941bcf658125d

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=sha256:4752082acd8cf595945a9a7fd1af5668c8645af8e5a8c20b435766c5f1c7badd

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=sha256:87b1f76f51f1cc1feb98c8096abeface1fbb9a5a836120f5af4db2b6ecf32639

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:f8be52949db07d851489d6d7becf3503ed3e4a0ae6a6ab8d5e4f92e25b8fb570

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:c4e4622ce4070797fadd2518e82d49ef413da5d84823ff120a48ddca18a88bd3

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=sha256:540cef9024885e326fd54294fe2e439980322202fec560f812b0db4b1e004b0c

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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