Paper Citation Record · LEDGER

Feedback-Induced Performance Decline in LLM-Based Decision-Making

As of 9 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 1 inbound Pith citation observation for arXiv:2507.14906.

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

pith.paper-citation-record.v1
2507.14906 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:48:12.105952Z

measured 59 of 59 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T21:36:44.033596Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T14:25:46.630887Z

Reference resolution

58 of 58 outbound references displayed

verified exact0
verified fuzzy22
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c41f85f9-d0b6-4135-8305-fd916d7d37a7 · outbound

This paper cites an unresolved cited work.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:48:12.516717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 79dc969b-a2ad-4a07-8d2c-cc9fa743fcd5 · outbound

This paper cites an unresolved cited work.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:48:12.510261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 34fae017-0567-461c-a17c-c2fb3a4c0ef5 · outbound

This paper cites Advances in Neural Information Processing Systems 36, 73383–73394 (2023).

Feedback-Induced Performance Decline in LLM-Based Decision-Making Advances in Neural Information Processing Systems 36, 73383–73394 (2023)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:48:12.503333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 750f5438-67ad-418d-ab3b-6ab2d46f76d2 · outbound

This paper cites an unresolved cited work.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:48:12.496339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cbdbab39-558b-4257-beb7-28132fd1b39e · outbound

This paper cites an unresolved cited work.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:48:12.489622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5cc4b07e-0265-4779-9b57-fda43841589e · outbound

This paper cites The Llama 3 Herd of Models.

Feedback-Induced Performance Decline in LLM-Based Decision-Making The Llama 3 Herd of Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T15:48:11.960048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 983d2b71-932b-49b4-bed7-475df31aef30 · outbound

This paper cites Advances in Neural Information Processing Systems 36, 79081–79094 (2023).

Feedback-Induced Performance Decline in LLM-Based Decision-Making Advances in Neural Information Processing Systems 36, 79081–79094 (2023)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:48:12.482670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d8b470d7-897b-48c0-8e0b-bca4b8dbe44c · outbound

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

Feedback-Induced Performance Decline in LLM-Based Decision-Making DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T15:48:11.965326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc71cd61-b1f8-4a03-a61f-cd703735f5c7 · outbound

This paper cites In: International conference on machine learning.

Feedback-Induced Performance Decline in LLM-Based Decision-Making In: International conference on machine learning

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:48:12.475770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 498820fc-09a4-4e26-b991-227be70c8981 · outbound

This paper cites an unresolved cited work.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:48:12.468547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d6346266-6c85-45f8-a3c4-b0830e12a443 · outbound

This paper cites To the Globe (TTG): Towards Language-Driven Guaranteed Travel Planning.

Feedback-Induced Performance Decline in LLM-Based Decision-Making To the Globe (TTG): Towards Language-Driven Guaranteed Travel Planning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T15:48:11.973848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d01d864-1648-4821-824b-0206f77af42a · outbound

This paper cites Position: Stop Anthropomorphizing Intermediate Tokens as Reasoning/Thinking Traces!.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Position: Stop Anthropomorphizing Intermediate Tokens as Reasoning/Thinking Traces!

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T15:48:11.977117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee443b8e-e1f0-4c54-bc3b-15a6f5f22b79 · outbound

This paper cites In: Forty-first International Conference on Machine Learning (2024).

Feedback-Induced Performance Decline in LLM-Based Decision-Making In: Forty-first International Conference on Machine Learning (2024)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:48:12.461163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3c935bdf-d157-49c5-aab7-24d75dde77a7 · outbound

This paper cites DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines.

Feedback-Induced Performance Decline in LLM-Based Decision-Making DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T15:48:11.982063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 302d0d76-2c61-4b87-8218-5a9f02ffed83 · outbound

This paper cites an unresolved cited work.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:48:12.453834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 81968371-a8ce-4b7a-8669-77e41c57c582 · outbound

This paper cites LLM Augmented Hierarchical Agents.

Feedback-Induced Performance Decline in LLM-Based Decision-Making LLM Augmented Hierarchical Agents

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T15:48:11.987957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ec4a712-8709-4fc9-be13-8d8d2246d666 · outbound

This paper cites https: //sebastianraschka.com/blog/2025/understanding-reasoning-llms.html (2025), accessed: 2025-06-18.

Feedback-Induced Performance Decline in LLM-Based Decision-Making https: //sebastianraschka.com/blog/2025/understanding-reasoning-llms.html (2025), accessed: 2025-06-18

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:48:12.446407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation db27dccd-86fc-4e0e-a81d-bebc0f2ebb1d · outbound

This paper cites Proximal Policy Optimization Algorithms.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Proximal Policy Optimization Algorithms

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T15:48:11.992989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9c546cc-cd40-4fdc-bc84-29d75493298c · outbound

This paper cites Mastering Board Games by External and Internal Planning with Language Models.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Mastering Board Games by External and Internal Planning with Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T15:48:11.995181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e30ff1e4-7504-4b7a-8b0a-dee058982135 · outbound

This paper cites The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity.

Feedback-Induced Performance Decline in LLM-Based Decision-Making The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T15:48:11.998387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f9f08a0-214f-4e03-baf1-e4ddb9853ed9 · outbound

This paper cites On the Self-Verification Limitations of Large Language Models on Reasoning and Planning Tasks.

Feedback-Induced Performance Decline in LLM-Based Decision-Making On the Self-Verification Limitations of Large Language Models on Reasoning and Planning Tasks

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T15:48:12.001192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 610fabb6-995a-43ef-8115-9a40e04ac954 · outbound

This paper cites MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity.

Feedback-Induced Performance Decline in LLM-Based Decision-Making MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity

Reference 22

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T15:48:12.143783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 686102f7-1e88-4b61-a65b-0ccb24fac830 · outbound

This paper cites Advances in Neural Information Processing Systems 36, 38975–38987 (2023).

Feedback-Induced Performance Decline in LLM-Based Decision-Making Advances in Neural Information Processing Systems 36, 38975–38987 (2023)

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:48:12.438665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7f01422f-50cd-456d-a10d-a60bf08b7c08 · outbound

This paper cites Advances in Neural Information Processing Systems 36, 75993–76005 (2023).

Feedback-Induced Performance Decline in LLM-Based Decision-Making Advances in Neural Information Processing Systems 36, 75993–76005 (2023)

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:48:12.431287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 87d05aa5-c5b7-4bef-8e54-542438e39901 · outbound

This paper cites Advances in neural information processing systems 35, 24824–24837 (2022).

Feedback-Induced Performance Decline in LLM-Based Decision-Making Advances in neural information processing systems 35, 24824–24837 (2022)

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T15:48:12.011396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fd72b43-4060-425a-af8b-48f25d807727 · outbound

This paper cites Qwen3 Technical Report.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Qwen3 Technical Report

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T15:48:12.013807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a631ac0-0757-4cc9-a62f-6998d4f2c6b5 · outbound

This paper cites In: International Conference on Learning Representations (ICLR) (2023).

Feedback-Induced Performance Decline in LLM-Based Decision-Making In: International Conference on Learning Representations (ICLR) (2023)

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:48:12.420393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5e657a85-1fa1-4d51-ac94-29f5e3f07b00 · outbound

This paper cites TextGrad: Automatic "Differentiation" via Text.

Feedback-Induced Performance Decline in LLM-Based Decision-Making TextGrad: Automatic "Differentiation" via Text

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T15:48:12.018528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e4e7f99-7177-4b84-bf4e-fb7ba85c3719 · outbound

This paper cites "" self.base_instructions_complete =.

Feedback-Induced Performance Decline in LLM-Based Decision-Making "" self.base_instructions_complete =

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:48:12.407222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e2d795cb-9891-461d-81ce-5d59bcc61034 · outbound

This paper cites "" self.cot_instructions =.

Feedback-Induced Performance Decline in LLM-Based Decision-Making "" self.cot_instructions =

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:48:12.399505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a56421d7-0767-4a86-859a-df8832f4bee9 · outbound

This paper cites "" self.dynamics_feedback =.

Feedback-Induced Performance Decline in LLM-Based Decision-Making "" self.dynamics_feedback =

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:48:12.384728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 52a604db-09c0-47c5-8914-04279b12efde · outbound

This paper cites an unresolved cited work.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:48:12.392294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0a398ac1-3fa6-4c0d-b9a3-6300e2a6c493 · outbound

This paper cites action": The chosen action as a string (e.g.,.

Feedback-Induced Performance Decline in LLM-Based Decision-Making action": The chosen action as a string (e.g.,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:48:12.378012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d22273f0-2d82-454c-8de6-22d07b9cafd4 · outbound

This paper cites Deepseek R1-14B: 〈Thinking process〉 The optimal path for the agent starts by turning right to face downwards and then moving directly towards the goal.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Deepseek R1-14B: 〈Thinking process〉 The optimal path for the agent starts by turning right to face downwards and then moving directly towards the goal

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:48:12.370849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 65751395-20d4-42bd-891d-ef329c8ad92d · outbound

This paper cites an unresolved cited work.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:48:12.363950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 71a63d9e-a127-4075-a9e6-40c88a05d7f6 · outbound

This paper cites an unresolved cited work.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:48:12.356953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 04723b49-ebd2-418b-ba19-745e8bd22a8e · outbound

This paper cites an unresolved cited work.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:48:12.349407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2a8fbe1a-d246-4c9c-b906-9a9b8b1c4eed · outbound

This paper cites an unresolved cited work.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:48:12.342848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9ef5d7b5-f328-4975-8b00-4acfd7d9469d · outbound

This paper cites an unresolved cited work.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:48:12.336486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8ccb782d-9be5-4a75-9f36-6e44bd6a63b8 · outbound

This paper cites This sequence ensures the agent takes the shortest path by leveraging right turns and downward movements.

Feedback-Induced Performance Decline in LLM-Based Decision-Making This sequence ensures the agent takes the shortest path by leveraging right turns and downward movements

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:48:12.329225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 229a6af0-ecd9-4c6d-b56e-d8c6ba2b0a66 · outbound

This paper cites an unresolved cited work.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:48:12.321550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 498df5d0-6667-4d89-bd0b-2906476ec5e9 · outbound

This paper cites an unresolved cited work.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:48:12.314236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 846010ee-bdb7-45c4-ad20-2ce375530877 · outbound

This paper cites This results in the sequence FFRF, which is four actions.

Feedback-Induced Performance Decline in LLM-Based Decision-Making This results in the sequence FFRF, which is four actions

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:48:12.307415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 09d058fa-d1e6-4b10-b962-fdcc0121a127 · outbound

This paper cites an unresolved cited work.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:48:12.300685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5e8f6ceb-ce26-440e-ab90-892d85d343d4 · outbound

This paper cites The cell immediately ahead (row=1, column=2) is empty (’ ’), so moving forward is possible without collision.

Feedback-Induced Performance Decline in LLM-Based Decision-Making The cell immediately ahead (row=1, column=2) is empty (’ ’), so moving forward is possible without collision

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:48:12.293923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e11f3b7e-a3ad-43f9-8b85-41da9709ac61 · outbound

This paper cites an unresolved cited work.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:48:12.287188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c892836d-b811-457c-8b8a-8bd4dd1c6403 · outbound

This paper cites an unresolved cited work.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:48:12.280848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8f3849bf-c76c-4026-8ea9-22d441d32c39 · outbound

This paper cites This will take the robot to the easternmost point in that row without obstacles.

Feedback-Induced Performance Decline in LLM-Based Decision-Making This will take the robot to the easternmost point in that row without obstacles

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:48:12.274070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c1cdbf7f-40f9-4a43-b9b9-a0af73f0e654 · outbound

This paper cites an unresolved cited work.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:48:12.266488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ca6d8d1b-e221-40ed-9e6d-14b592353400 · outbound

This paper cites This approach leverages the robot’s ability to move in a straight line until it hits a wall, minimizing the number of commands needed.

Feedback-Induced Performance Decline in LLM-Based Decision-Making This approach leverages the robot’s ability to move in a straight line until it hits a wall, minimizing the number of commands needed

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:48:12.259888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ba73abb7-4b1f-4a21-8141-df08733d33a0 · outbound

This paper cites an unresolved cited work.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:48:12.413666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f3457cc8-1604-42ad-9e0c-ea05a4d78b7c · outbound

This paper cites an unresolved cited work.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:48:12.253041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1e613adf-be31-40cd-bdad-54239b1cf550 · outbound

This paper cites an unresolved cited work.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:48:12.245454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8674c69d-c8bb-4602-9e26-8e177a2fe739 · outbound

This paper cites an unresolved cited work.

Feedback-Induced Performance Decline in LLM-Based Decision-Making Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:48:12.237225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 47e94b79-d168-40ea-b78e-f8401a2977db · outbound

This paper cites - Mark visited positions to avoid revisiting them.

Feedback-Induced Performance Decline in LLM-Based Decision-Making - Mark visited positions to avoid revisiting them

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:48:12.230086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4d151541-7157-47e1-8b01-2a544b5c5b77 · outbound

This paper cites - Visited set contains (1, 1).

Feedback-Induced Performance Decline in LLM-Based Decision-Making - Visited set contains (1, 1)

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:48:12.223175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fcf116ce-ac6f-4ab2-a465-57db7678f472 · outbound

This paper cites - Explore neighbors: - Right to (2, 1) if not a wall and not visited.

Feedback-Induced Performance Decline in LLM-Based Decision-Making - Explore neighbors: - Right to (2, 1) if not a wall and not visited

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:48:12.215780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dfd3300d-feb8-4528-9411-fac25d76c1d6 · outbound

This paper cites - Eventually reach the goal by moving right across y=1 until x=7, then down to y=8.

Feedback-Induced Performance Decline in LLM-Based Decision-Making - Eventually reach the goal by moving right across y=1 until x=7, then down to y=8

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:48:12.208287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation ad1a0647-116b-4c5c-a102-c1eaf581d596 · inbound

Why We Need World Models for AGI: Where LLMs Fail and How World Models May Outperform cites this paper.

Why We Need World Models for AGI: Where LLMs Fail and How World Models May Outperform Feedback-Induced Performance Decline in LLM-Based Decision-Making

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-01T14:25:46.632340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.