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Paper Citation Record · LEDGER

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions

As of 22 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 1 inbound Pith citation observation for arXiv:2605.00226.

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

pith.paper-citation-record.v1
2605.00226 v1

Coverage vector

measured 74 of 74 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-09T20:12:36.456731Z

measured 75 of 75 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T04:42:06.266146Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

74 of 74 outbound references displayed

  • verified exact30
  • verified fuzzy36
  • unresolved6
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2748de15-2ece-4675-9b2e-91ccab9beaba · outbound

This paper cites How well can LLMs negotiate? negotiationarena platform and analysis.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions How well can LLMs negotiate? negotiationarena platform and analysis

Reference 1

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 93ef574a-fefa-45b2-9efa-a8798be7eff5 · outbound

This paper cites Cooperation, competition, and maliciousness: LLM-stakeholders interactive ne- gotiation.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Cooperation, competition, and maliciousness: LLM-stakeholders interactive ne- gotiation

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation c6e430cb-6730-487a-ba5a-1e51ab6da68d · outbound

This paper cites scrolling screenshot.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions scrolling screenshot

Reference 3

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doi, observed 2026-05-09T20:17:04.597028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation e8df4e8f-22fa-4eb1-a0c1-3396a0209cc3 · outbound

This paper cites an unresolved cited work.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Unresolved cited work

Reference 4

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation dcf8a35e-7fe3-4665-bf1b-0915d91bbe95 · outbound

This paper cites Evaluating behavioral alignment in conflict dialogue: A multi-dimensional comparison of LLM agents and humans.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Evaluating behavioral alignment in conflict dialogue: A multi-dimensional comparison of LLM agents and humans

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 2026-08-22T06:32:14.747728+00:00.

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Observation 0efbb704-8653-4ccd-a0b3-360d5a8b987a · outbound

This paper cites The end of reward engineering: How llms are redefining multi- agent coordination.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions The end of reward engineering: How llms are redefining multi- agent coordination

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:21:07.713349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 2cce1cf8-0b39-4f7a-8df1-5d21e45a8771 · outbound

This paper cites What would an LLM do? evaluating policymaking capabilities of large language models.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions What would an LLM do? evaluating policymaking capabilities of large language models

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 83dbc489-2bbb-4b1d-bee6-dfdda15bc07f · outbound

This paper cites From tools to partners: How large language models are transforming urban plan- ning.AI Open, 6:276–298.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions From tools to partners: How large language models are transforming urban plan- ning.AI Open, 6:276–298

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 937b7d73-3504-44d3-a08f-fd475bc05172 · outbound

This paper cites Ai language models could both help and harm equity in marine policymak- ing.npj Ocean Sustainability, 4(1):32, Jun 2025.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Ai language models could both help and harm equity in marine policymak- ing.npj Ocean Sustainability, 4(1):32, Jun 2025

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 55d0e8de-42b1-4811-8f89-6f00f089d2ee · outbound

This paper cites So, Yao-Yang Xu, Zhao-Feng Guo, Xinbing Wang, David W.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions So, Yao-Yang Xu, Zhao-Feng Guo, Xinbing Wang, David W

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 3ae68695-c120-4e58-9590-044311434ddd · outbound

This paper cites Royal Society Open Science11(6), 240255 (2024) https://doi.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Royal Society Open Science11(6), 240255 (2024) https://doi

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation b3d51fbd-d277-47bd-821c-3bad509f538f · outbound

This paper cites an unresolved cited work.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Unresolved cited work

Reference 12

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raw_fallback, observed 2026-05-24T13:56:13.838128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 7064d64f-2772-42f2-be08-a67f2eced639 · outbound

This paper cites Game of thoughts: Iterative reasoning in game-theoretic do- mains with large language models.AAMAS.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Game of thoughts: Iterative reasoning in game-theoretic do- mains with large language models.AAMAS

Reference 13

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 1f4fe817-8e93-4b9e-8471-25eb3abceab0 · outbound

This paper cites Strategic behavior of large language models and the role of game structure versus contextual framing.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Strategic behavior of large language models and the role of game structure versus contextual framing

Reference 14

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doi, observed 2026-05-09T20:17:04.613597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 8c7a43cc-f58f-4c98-aaa1-e2c8e52593db · outbound

This paper cites Large language model reasoning failures.Transac- tions on Machine Learning Research.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Large language model reasoning failures.Transac- tions on Machine Learning Research

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation fd28c16c-5e51-4f19-b7ff-51051c38c84d · outbound

This paper cites URL https://doi.org/10.1038/s41562-025 -02172-y.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions URL https://doi.org/10.1038/s41562-025 -02172-y

Reference 16

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doi, observed 2026-05-09T20:17:04.590300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation e36f8195-a36e-45d9-8765-95019f5d8399 · outbound

This paper cites Demonstrating specification gaming in reasoning models.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Demonstrating specification gaming in reasoning models

Reference 17

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arxiv_id, observed 2026-05-11T15:21:07.756966Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation ddab6be2-f675-4993-8a50-445d73cf32f4 · outbound

This paper cites TextArena.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions TextArena

Reference 18

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arxiv_id, observed 2026-05-11T15:21:07.844294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation eeadf589-3a5d-4081-8253-1c704a89f117 · outbound

This paper cites The serial position effect of free recall.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions The serial position effect of free recall

Reference 19

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doi, observed 2026-05-09T20:17:04.588307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:966f130e4a260d0c103a3e1b158f45c9b1a348e6fd4be59710dc4e98815f84aa

Observation edfacd6c-dc50-44e1-8352-efce84b7dceb · outbound

This paper cites an unresolved cited work.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Unresolved cited work

Reference 20

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raw_fallback, observed 2026-05-24T13:56:13.800165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 0d96dee4-3dea-4671-a537-37e3b10cc3b8 · outbound

This paper cites Mistakes in games.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Mistakes in games

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation aca2e2ec-015b-4ae9-9158-af783811a655 · outbound

This paper cites The chameleon board game.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions The chameleon board game

Reference 22

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raw_fallback, observed 2026-05-24T13:56:13.896803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation e5b9a310-ff70-43ac-9b1a-81a5586e9ff0 · outbound

This paper cites The Llama 3 Herd of Models.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions The Llama 3 Herd of Models

Reference 23

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local_arxiv, observed 2026-05-11T15:21:07.792669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:4ecc99792126f3efc16713c23b177326360721a499932b1157fe837e7545b8a8

Observation 62942866-f917-4f13-bdc0-998db9623124 · outbound

This paper cites Qwen3 Technical Report.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Qwen3 Technical Report

Reference 24

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verified exact
local_arxiv, observed 2026-05-11T15:21:07.834560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:7bf45cc32eb90904480e3b505fb195ea86a1459f41255737a6c0bbc4fa567c53

Observation 62eee3ca-adc2-4fcb-86f6-cb51c6f6d17c · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions gpt-oss-120b & gpt-oss-20b Model Card

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-05-11T15:21:07.767990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:647aaf1903341915914bae2a8e7d8488a279ccd563bbb0f7b452a7577551e584

Observation 506150e7-6ef9-4784-b346-f61d703842a2 · outbound

This paper cites URL https://openai.com/.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions URL https://openai.com/

Reference 26

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raw_fallback, observed 2026-05-24T13:56:13.905273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:f0c67cdc989dab416298df6c1650cd47fcfd38288760132ce41486cadc1b67f9

Observation 3a6cf071-c539-40dc-a2da-860c5b1ee677 · outbound

This paper cites Human strategic decision making in parametrized games.Mathematics, 10(7).

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Human strategic decision making in parametrized games.Mathematics, 10(7)

Reference 27

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doi, observed 2026-05-09T20:17:04.583781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:24b19b7352d480ed1acd795d9a93b8e73303695c47f7e27d5886c2ebbf2dfd1d

Observation fda781fb-6bdf-475e-97d1-482e46b21338 · outbound

This paper cites an unresolved cited work.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Unresolved cited work

Reference 28

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unresolved
raw_fallback, observed 2026-05-24T13:56:13.904712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:a7d1df598a0eebaad8795bcb001b6d9184b1e3e7d29ca0ba79f5918b4dddb834

Observation 28c0d5d9-10f8-4806-be03-4dae1df0c95c · outbound

This paper cites Do LLMs strategically reveal, conceal, and infer in- formation? a theoretical and empirical analysis in the chameleon game.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Do LLMs strategically reveal, conceal, and infer in- formation? a theoretical and empirical analysis in the chameleon game

Reference 29

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arxiv_id, observed 2026-05-11T15:21:07.859385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:7aa6187937d393d8c30c4dd2421386c467f8d1e1ec4c5486f8a16b6f360b8e16

Observation 2140cb70-20ec-4d19-91e7-a5fd79b8d74d · outbound

This paper cites Probing Classifiers: Promises, Shortcomings, and Advances.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Probing Classifiers: Promises, Shortcomings, and Advances

Reference 30

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doi, observed 2026-05-14T21:09:20.704065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:6e55266ca1de0d72100b77aa8e6a209ae1d1314e1f54b092d1cd442c1214bb76

Observation b9785756-3b61-4af7-9af1-30042825868b · outbound

This paper cites Information-Theoretic Probing with Minimum Description Length.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Information-Theoretic Probing with Minimum Description Length

Reference 31

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doi, observed 2026-05-09T20:17:04.592674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:f60aa77cea05f26ff3f5f03a1dbd966135e30cba4d5f6ee47147c2683c704fed

Observation 4c6b799a-795e-44c0-a2d0-f53b070c8d3d · outbound

This paper cites Transactions of the Association for Computational Linguistics9, 160–175 (2021).

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Transactions of the Association for Computational Linguistics9, 160–175 (2021)

Reference 32

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:6bb797dc26545870501c66102c65d0cfc0d8924a9552f3e56ac4a93da4731eda

Observation 538fb518-156a-46bc-89d0-f94de8f9bb12 · outbound

This paper cites Finding neurons in a haystack: Case studies with sparse probing.Transactions on Machine Learning Research.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Finding neurons in a haystack: Case studies with sparse probing.Transactions on Machine Learning Research

Reference 33

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raw_fallback, observed 2026-05-24T13:56:13.889551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:c97cd0cfaa188d38e0743ae35d18763e1568379a5841bb72cec29589bb0fc1a3

Observation 66cd463d-9cce-4dd3-a969-3fda975097e5 · outbound

This paper cites Layer by Layer: Uncovering Hidden Representations in Language Models.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Layer by Layer: Uncovering Hidden Representations in Language Models

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-15T16:30:37.615120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:138b7b4feab430a1593ea78bde39a84d0bb9c7ec83edffdc661688f38624266e

Observation 13e0cd50-28e0-43ba-b058-551dce24a4b8 · outbound

This paper cites Transformer feed-forward layers are key-value memories.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Transformer feed-forward layers are key-value memories

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.863509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:9bd8ab0bce577de20fc23fc60507b2dc28c07d12a0386085fbbab91dc3b23133

Observation dd7aec4d-5706-4e86-84f8-a14f6fff311b · outbound

This paper cites Interpreting gpt: The logit lens.Blog Post.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Interpreting gpt: The logit lens.Blog Post

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.928021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:720d40a1624db0c0ca6f6181269bb72f0e1ed7aadde487215f3c9bd8114c45c8

Observation 2672154d-0757-492a-bafc-9dc0a22ad133 · outbound

This paper cites Gomez, Łukasz Kaiser, and Illia Polosukhin.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Gomez, Łukasz Kaiser, and Illia Polosukhin

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.875326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:985c3dab7052e92a4b3ae31ef4a92c51bd9b5a0d121ccc2dd9758c0f43cd4ff1

Observation 841bb9a2-b36d-48e7-aeb0-e026c60ea7a7 · outbound

This paper cites Improving language understand- ing by generative pre-training.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Improving language understand- ing by generative pre-training

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.790013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:edc7609d4687a5e9ab3441a74de8de8bdaa02335407dfead2e7e8aa2c7c2dde9

Observation 0002c221-97db-45ce-87e1-f36c8240e34a · outbound

This paper cites The linear representation hypothesis and the geometry of large language models.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions The linear representation hypothesis and the geometry of large language models

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.945059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:4febd7f3ae00b1496982ef533d50ec3cd514449e1c8e6582bb8cac0ec2a8071f

Observation 094a056f-c2b3-4a3a-af19-bb172f936a7e · outbound

This paper cites Toy models of superposition.Trans- former Circuits Thread.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Toy models of superposition.Trans- former Circuits Thread

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.923970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:577177532fdb70727f7ce2163bc8f77c9fa649b0be071f6638832fd82d706c8b

Observation aaad18d2-e46b-410e-a132-cf347bd29ba6 · outbound

This paper cites Locating and Editing Factual Associations in GPT.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Locating and Editing Factual Associations in GPT

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-05-16T09:58:57.694057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:d19972e425eccaea49c6e8947f739a902ca21989be3f26b325dff7b0288c1d77

Observation b0da7981-3778-4c9c-8dbb-f5454723dce0 · outbound

This paper cites Chi, Quoc V Le, and Denny Zhou.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Chi, Quoc V Le, and Denny Zhou

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.859742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:094afbf571c7d30e00710bc4776e436a106610d2c5edc3feeecc1cc6fd6c8810

Observation 469bd07d-f8fd-4599-b7c5-f6fd652b6882 · outbound

This paper cites Chain-of-thought reasoning without prompting.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Chain-of-thought reasoning without prompting

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.920094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:013a6f6725f1d0091bfc3c9dc2abd846b27d7c2b69b8cd2e8c9d649940a72da9

Observation 60b23f1a-a79c-4dc9-872b-1bae0255557f · outbound

This paper cites Reasoning Language Models: A Blueprint, June 2025.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Reasoning Language Models: A Blueprint, June 2025

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.901819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:1f261f536de43217385b0be8f1b69a8877fa38c0ae20f9728a8ad3484c991b00

Observation 9bd773a3-df65-4c5f-9701-e29bb524bc99 · outbound

This paper cites an unresolved cited work.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-05-24T13:56:13.848262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:31e18d0068d821b850935d9fb9ed7382301b7ee826eba27dbcdb0199a8d7f8de

Observation bfa2d5b6-029d-4b54-ac7c-ce0588d1be66 · outbound

This paper cites Training large language models to reason in a continu- ous latent space.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Training large language models to reason in a continu- ous latent space

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.893471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:cbd6ec26e9fca53ebf2cddfbb707d9281eb5cd0dace2b9233f31ac8303bfa33e

Observation 0d1d75cb-fea3-4bc8-b5ee-6de3bb05a982 · outbound

This paper cites Reasoning beyond language: A comprehensive survey on latent chain-of-thought reasoning.arXiv preprint arXiv:2505.16782, 2025a.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Reasoning beyond language: A comprehensive survey on latent chain-of-thought reasoning.arXiv preprint arXiv:2505.16782, 2025a

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:21:07.822351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:69a60a2a88200449ba8ce3b70f359e3141e7e2f6cda03312698d9ebe10914f4a

Observation 14b0d461-d53d-433e-851f-a3164c677b42 · outbound

This paper cites Ai–ai bias: Large language models favor communications gener- ated by large language models.Proceedings of the National Academy of Sciences, 122(31):e2415697122.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Ai–ai bias: Large language models favor communications gener- ated by large language models.Proceedings of the National Academy of Sciences, 122(31):e2415697122

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.916098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:94bdd00a52e75dde0cda0212e0dd1a4cf63bb055d29e57f0e0b0249fc790bc06

Observation 9017d9ea-a511-4c9b-86b6-64de5bceded9 · outbound

This paper cites URL https: //www.pnas.org/doi/abs/10.1073/pnas.2415 697122.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions URL https: //www.pnas.org/doi/abs/10.1073/pnas.2415 697122

Reference 49

Resolution
verified exact
doi, observed 2026-05-09T20:17:04.586437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:e285f682074003149947e0144db6426d7a090436d2e46e33aaeb2f51187916d6

Observation b035d011-0730-4ce1-8e07-c94d64e18037 · outbound

This paper cites The bias is in the details: An assessment of cognitive bias in llms.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions The bias is in the details: An assessment of cognitive bias in llms

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:21:07.808274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:5688882faaa97a07ad622d9bd351b85a69a0fc0ffe9cb92fffbc607e662708bb

Observation 4c357019-4122-4a3a-85d2-0d1357a8a6a6 · outbound

This paper cites On the emergence of position bias in transformers.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions On the emergence of position bias in transformers

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.822475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:ab49b62c86398bc15c3dd9688f4c0d6dcee0bdaef01ae8cd7f3e59bc78724e4f

Observation 265cba4c-3b40-40bc-b1d7-23348fe0e8d6 · outbound

This paper cites findings-emnlp.695/.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions findings-emnlp.695/

Reference 52

Resolution
verified exact
doi, observed 2026-05-09T20:17:04.581379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:8de707f09ff627debbfe564197c3d4cdece5bb928ceafbc65c14f3de8c750f56

Observation 4a5cbba8-17ce-4c6c-b413-f44039c21463 · outbound

This paper cites an unresolved cited work.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-05-24T13:56:13.937783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:7158cf16fff0201a4a04cc182e329191a65fab936c967b09c06c7d054328e007

Observation 5cd3eaa7-a76b-4e0e-83aa-e616ff402150 · outbound

This paper cites The bayesian brain: the role of uncertainty in neural coding and com- putation.Trends Neurosci, 27(12):712–719, December 2004.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions The bayesian brain: the role of uncertainty in neural coding and com- putation.Trends Neurosci, 27(12):712–719, December 2004

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.962145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:ca4a7dd9016571c4ab6f21ee9ce29605a2a2d4d7cbfb8c3fbe72a1f8da45be77

Observation 515ee5f0-8be3-4d24-a5e5-b8d6806466f1 · outbound

This paper cites Action understanding as inverse planning.Cog- nition, 113(3):329–349, September 2009.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Action understanding as inverse planning.Cog- nition, 113(3):329–349, September 2009

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.879691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:fb0280d6b304bbf0f36d4c553077582856ac8583a2fe7a067c8b72df9b6de34c

Observation 934e8c88-aced-4648-bb72-c0cdeb97b8d0 · outbound

This paper cites MIT Press.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions MIT Press

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.857801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:9162b4af6a34cb90077548d8751cb3f1b29875c8666353e333cbca8856a487bf

Observation 1aac6a9a-9906-46b6-bdeb-da3782df774e · outbound

This paper cites Atkinson.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Atkinson

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.918868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:80f7b69e7a1ad89a99aa608b3020f349e6aa110cfed00f5b0510da5a5ffb5698

Observation d348d48b-9a02-47f9-bc08-16b80fe6d6a0 · outbound

This paper cites Inference-time in- tervention: Eliciting truthful answers from a lan- guage model.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Inference-time in- tervention: Eliciting truthful answers from a lan- guage model

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.912393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:6d67c938b621b36306f3a117ba92663ab9a095ad0717df86f1f1f4e3f1ebcdcf

Observation 7f956b93-d227-43e2-ab83-630fa362cfc7 · outbound

This paper cites The geometry of truth: Emergent linear structure in large language model representations of true/false datasets.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions The geometry of truth: Emergent linear structure in large language model representations of true/false datasets

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.884178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:a487f6d7b73d7a24720ab1266c1e7cc851dfc80f2be4a7ec309d2d970ded9f44

Observation 5ff1ed16-fd8d-40a0-b877-725b19815de9 · outbound

This paper cites Towards inference-time category-wise safety steering for large language mod- els.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Towards inference-time category-wise safety steering for large language mod- els

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.844628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:cde4fe5ea754176ad83d8e1c3e50470ec70d03b9e646cb2c218a3b02a8fbd905

Observation ecef09cf-8011-4807-8adc-a7995319280b · outbound

This paper cites an unresolved cited work.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-05-24T13:56:13.954428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:554aa8e9518f213ae570b2ac4d0d45e5ed259413efbaf424865774d3683f99cb

Observation 16084ea3-7a52-4a19-86b2-bf6543d7d635 · outbound

This paper cites Steering llms towards safer shores.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Steering llms towards safer shores

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.958081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:8f1b2442a5fadf6e8c806ddee28c6b12791d5221fd9a2d2ec452d54294e812d6

Observation 6a6bb37a-494f-460e-8b9a-ce9f3eb109c1 · outbound

This paper cites ISBN 978-981-95- 4409-7.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions ISBN 978-981-95- 4409-7

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.866571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:90afc36bdd2c7c4a775af0faabead02516c969e7b896b0da4a61852e7e57b0f8

Observation 7b88ed08-8aba-45d6-a735-1e6382e1091e · outbound

This paper cites Emergence of linear truth encodings in language models.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Emergence of linear truth encodings in language models

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.878888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:d16398ceabd64c0bf1e68c5a6495f0d48d20b451c9234f070660b9f8993a7cc8

Observation 4b627c11-38dd-4318-a257-a36f41de3ab0 · outbound

This paper cites Reducing sycophancy and improving honesty via activation steering.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Reducing sycophancy and improving honesty via activation steering

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.908841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:8514a86f314418420f627de85a7746dd08d2a48bb9b6c3d553891a7224005606

Observation 33c01c8c-b0b8-409c-bba2-f9555f22c230 · outbound

This paper cites Steering Language Models With Activation Engineering.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Steering Language Models With Activation Engineering

Reference 66

Resolution
verified exact
local_arxiv, observed 2026-05-11T15:21:07.745358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:87f575ef378f24b040d5ea180a6a02c264a7ef62b1c6c538cacc093e14d53b42

Observation 6921245e-5d0f-4528-9b9f-66f95c35e1cb · outbound

This paper cites Eliciting latent knowl- edge from ”quirky” language models.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Eliciting latent knowl- edge from ”quirky” language models

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.949514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:229bca3ddd34459db97d653b9add8c8368656a488a565263dcca85d4eb777d49

Observation ec1be6a2-74bd-412f-b281-441c9d62b87e · outbound

This paper cites Is gpt-oss good? a comprehensive evaluation of openai’s latest open source models.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Is gpt-oss good? a comprehensive evaluation of openai’s latest open source models

Reference 68

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:21:07.786352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:482b6190507a7d7456d0cec6b65b92de039c383ea51477dcfe9dea2400f80fab

Observation 15490874-b607-4351-a8c2-dde9c972816d · outbound

This paper cites Kingma and Jimmy Ba.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Kingma and Jimmy Ba

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.908006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:cf3650b27f3ac954a09beec06e8344b1b8d1426b23640198a5aed1087376e6a3

Observation e9b7bc1d-a460-45b1-ab93-b08234ea8ec3 · outbound

This paper cites Prompting GPT-3 to be reliable.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Prompting GPT-3 to be reliable

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.892972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:1194e2712d3f04b3a31198c470bf1d58cbfea2ebbb2f7240dbd071e39ab2608e

Observation ebb69261-ef22-4804-9dfa-90f48b55723d · outbound

This paper cites Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing , year =.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing , year =

Reference 71

Resolution
verified exact
doi, observed 2026-05-09T20:17:04.594696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:1e50fa2c3199ca7eaba5816d72f623da5e1ad8d33cf3c9cafa8416ccc3841a29

Observation db3f62ff-1131-43e7-bd1e-f02e3770cec7 · outbound

This paper cites COPEN: Probing conceptual knowledge in pre- trained language models.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions COPEN: Probing conceptual knowledge in pre- trained language models

Reference 72

Resolution
verified exact
doi, observed 2026-05-09T20:17:04.603217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:786471ed0a7e23dfc60c4abade19c32f6214c3e26f60c713ab51be2a8ad8ba7f

Observation fbf250c7-8e41-44d0-af14-f92208244294 · outbound

This paper cites Observer, not player: Simulating theory of mind in large language models through game observation.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions Observer, not player: Simulating theory of mind in large language models through game observation

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T13:56:13.852472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:5f07a3357dd4fb6b886aa5ef39d7d1a8cb71acad423431c30d4490200271c692

Observation 0536f58a-ef25-41cf-8f71-68ba0d5cfa1f · outbound

This paper cites A” or “B.

Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions A” or “B

Reference 74

Resolution
verified exact
doi, observed 2026-05-09T20:17:04.605217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:12:36.456731Z digest=sha256:c29c844412e751ebb56a0082fe7db3e0d36ceca15df6c4aa5b1aeafa3a18e1d2

Pith citing papers

Observation 4e4a3ae1-e58a-46c1-945f-4100212924c1 · inbound

STOCKTAKE: Measuring the Gap Between Perception and Action in LLM Agents with a Fair Oracle cites this paper.

STOCKTAKE: Measuring the Gap Between Perception and Action in LLM Agents with a Fair Oracle Why Do LLMs Struggle in Strategic Play? Broken Links Between Observations, Beliefs, and Actions

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-02T04:42:06.266146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T04:42:06.266146Z digest=sha256:0f63b715ffbc55a5d24a7bdb1547424f1dae451567b96697060f454378ee4488