Paper Citation Record · LEDGER

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races

As of 8 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2608.01193.

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

pith.paper-citation-record.v1
2608.01193 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:31:32.433248Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

38 of 38 outbound references displayed

verified exact5
verified fuzzy4
unresolved25
parse uncertain0
malformed identifier3
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ff70d1ad-5fcb-4f48-98f7-90d5287eaa32 · outbound

This paper cites Arriaga, and Adam Tauman Kalai.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Arriaga, and Adam Tauman Kalai

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:31:32.995441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ef8efc3c-6857-4fc3-94f0-909c691b3034 · outbound

This paper cites an unresolved cited work.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Unresolved cited work

Reference 2

Resolution: malformed identifier; no resolver link, observed 2026-08-06T00:31:32.300377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27a7aad4-fc26-42f9-a7d9-4bcc2dc9eb19 · outbound

This paper cites Richardson, Austin C.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Richardson, Austin C

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:31:32.983941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6fe4ec40-6f35-4f53-98ea-824c48f29522 · outbound

This paper cites Argyle, Ethan C.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Argyle, Ethan C

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:32.307871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e8f517d-774f-46d5-9844-7a2236abc3b9 · outbound

This paper cites an unresolved cited work.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:32.311940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3afbdf21-4928-48e7-843f-d68d87348c02 · outbound

This paper cites The Role of Cooperation in Responsible AI Development.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races The Role of Cooperation in Responsible AI Development

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:32.315524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a4bd4db-fefc-432a-a3fc-a8f0f0de9516 · outbound

This paper cites Clinton, Cassy Dorff, Brenton Kenkel, and Jennifer M.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Clinton, Cassy Dorff, Brenton Kenkel, and Jennifer M

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:32.319484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46fa131a-602e-4fa2-9a5c-78d79cf28076 · outbound

This paper cites Buscemi, D.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Buscemi, D

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:31:32.973055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f20e68ff-a12d-4f86-8995-7b5bb3885308 · outbound

This paper cites an unresolved cited work.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:31:32.962223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 459b837c-2986-4c7c-9cf5-d83890fba4a4 · outbound

This paper cites ÓhÉigeartaigh.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races ÓhÉigeartaigh

Reference 10

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T00:31:32.861365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5a7cf22e-8281-4c70-b70d-6cda093c0d40 · outbound

This paper cites Santos, Luís Moniz Pereira, Tom Lenaerts, and The Anh Han.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Santos, Luís Moniz Pereira, Tom Lenaerts, and The Anh Han

Reference 11

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T00:31:32.950489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2d9827ad-ebe3-4891-9d59-c714402b0d18 · outbound

This paper cites Wang, and Eric Schulz.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Wang, and Eric Schulz

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:31:32.937570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3778a9f8-17da-416c-b683-50617c49fbb7 · outbound

This paper cites Can Generative AI agents behave like humans? Evidence from laboratory market experiments.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Can Generative AI agents behave like humans? Evidence from laboratory market experiments

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:32.347732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb16cb90-b4a0-42a1-bfab-7d86373a5aff · outbound

This paper cites Falling Behind Drives Unsafe Development in an Idealised AI Race Experiment.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Falling Behind Drives Unsafe Development in an Idealised AI Race Experiment

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:31:32.775113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e2dba504-17ca-4884-9465-6a12ff1fbcdc · outbound

This paper cites an unresolved cited work.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:31:32.926055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1fe6219c-dc1a-4b26-b3ac-76d53f0e3892 · outbound

This paper cites an unresolved cited work.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Unresolved cited work

Reference 16

Resolution: malformed identifier; no resolver link, observed 2026-08-06T00:31:32.361472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8f4f6fe-be7c-4416-aebd-a4188bdd2dab · outbound

This paper cites Santos, and Tom Lenaerts.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Santos, and Tom Lenaerts

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:32.364682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f191f17-0244-4ae9-98eb-e77ea0060f80 · outbound

This paper cites an unresolved cited work.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:32.368066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 898a47f1-1c47-4acb-8701-2f011428430b · outbound

This paper cites an unresolved cited work.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:32.375156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a792f442-c5f1-4453-8970-3cefa2089f02 · outbound

This paper cites Payoff scaling shapes cooperation in LLM agents across languages.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Payoff scaling shapes cooperation in LLM agents across languages

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:32.378830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25551337-3a50-43ee-8bc5-1b7af38128b2 · outbound

This paper cites Are Large Language Models Strategic Decision Makers? A Study of Performance and Bias in Two-Player Non-Zero-Sum Games.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Are Large Language Models Strategic Decision Makers? A Study of Performance and Bias in Two-Player Non-Zero-Sum Games

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:32.371430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 643cb6f5-1f49-4b45-9528-9d337a4619ec · outbound

This paper cites an unresolved cited work.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:32.385765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1a6e790-8b84-45ae-b12b-330403f3902d · outbound

This paper cites an unresolved cited work.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Unresolved cited work

Reference 23

Resolution: verified exact; doi, observed 2026-08-06T00:31:32.494172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ae25ee9b-daee-483c-8e26-f4f0a5aef556 · outbound

This paper cites an unresolved cited work.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Unresolved cited work

Reference 24

Resolution: verified exact; doi, observed 2026-08-06T00:31:32.510136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4e10c611-0f98-48fe-9099-9ea6671f952a · outbound

This paper cites an unresolved cited work.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:32.397124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dda77824-6db5-4f4c-9fd7-74a1ac15c4af · outbound

This paper cites Framing the Game: How Context Shapes LLM Decision-Making.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Framing the Game: How Context Shapes LLM Decision-Making

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:32.401494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b3511d5-0f1b-4f9c-8f29-831df688fd07 · outbound

This paper cites an unresolved cited work.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:31:32.906489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 05fcc256-2adb-4283-864e-f9e253f3a478 · outbound

This paper cites an unresolved cited work.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:31:32.895263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 306639d2-a85b-4458-80fe-3af13f3b898c · outbound

This paper cites an unresolved cited work.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:32.411598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14c74172-9201-4e24-8e74-faa72f1dc988 · outbound

This paper cites The Butterfly Effect of Altering Prompts: How Small Changes and Jailbreaks Affect Large Language Model Performance.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races The Butterfly Effect of Altering Prompts: How Small Changes and Jailbreaks Affect Large Language Model Performance

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:32.404917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c17c2e19-07c3-49b6-8e0a-13a0a2a9cd00 · outbound

This paper cites an unresolved cited work.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:32.421451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b675c7a-a8d1-42d9-9810-97f33506f6e4 · outbound

This paper cites Competition and Cooperation of LLM Agents in Games.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Competition and Cooperation of LLM Agents in Games

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:31:32.656700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 71d9ead8-dceb-4233-a2d5-c4b1060f6d94 · outbound

This paper cites an unresolved cited work.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:31:32.884214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5d8e32ad-8db5-4f54-9f78-acf19780b015 · outbound

This paper cites A Helpful Assistant.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races A Helpful Assistant

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:32.433248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c7c7b12-e70d-4b05-ad64-22c94f3845ca · outbound

This paper cites Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:32.429846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 489b7de7-5737-4475-a8ec-52b6456566e2 · outbound

This paper cites https://doi.org/10.18653/v1/2024.findings-emnlp.420.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races https://doi.org/10.18653/v1/2024.findings-emnlp.420

Reference 2024

Resolution: verified exact; doi, observed 2026-08-06T00:31:32.602497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 37d22500-0d30-4e17-b0fd-28314f9d188b · outbound

This paper cites https://doi.org/10.18653/v1/2025.naacl-long.162.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races https://doi.org/10.18653/v1/2025.naacl-long.162

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:32.330797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77f0ee7a-31ee-4c7a-b56b-9127edc9fbbe · outbound

This paper cites an unresolved cited work.

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races Unresolved cited work

Reference 5621

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:32.418223Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.