Paper Citation Record · LEDGER

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

As of 10 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 50 inbound Pith citation observations for arXiv:2502.08235.

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

pith.paper-citation-record.v1
2502.08235 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T06:00:32.376565Z

measured 104 of 104 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 50 of 50 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:43:39.229093Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

54 of 54 outbound references displayed

verified exact1
verified fuzzy23
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 1f3c41c0-59a8-4f2b-a33e-62b3b8c4159b · outbound

This paper cites write newline.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.187923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae2863d6-a13d-440e-aa2e-0eac21846a91 · outbound

This paper cites Claude 3.5: A sonnet of progress in ai.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Claude 3.5: A sonnet of progress in ai

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:00:52.206812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 48c36056-27d3-49ba-9817-dd98bf41c105 · outbound

This paper cites 2024 aime i.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks 2024 aime i

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:00:52.196265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ee2e2b82-dc43-4e53-87b1-06a8049670ff · outbound

This paper cites Openai o3 publication breakthrough, 2024.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Openai o3 publication breakthrough, 2024

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:00:52.185555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 26ceace6-74ab-40fa-8695-2634298d76e3 · outbound

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

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Reasoning Language Models: A Blueprint , January 2025

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:00:52.174776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 484b0505-5a54-4b68-86ea-0941e092bd0e · outbound

This paper cites an unresolved cited work.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-08T06:00:52.163880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 28126343-1dfa-41b5-ab23-8a56cbbcfeea · outbound

This paper cites CodeR: Issue Resolving with Multi-Agent and Task Graphs.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks CodeR: Issue Resolving with Multi-Agent and Task Graphs

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.212055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6a8cb71-b54e-4dd0-af4e-265a775522cd · outbound

This paper cites an unresolved cited work.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.216146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a55a584a-8d37-408b-9829-0fe1f828602d · outbound

This paper cites Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.219673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29e90298-d371-4db4-b000-44ff941608b2 · outbound

This paper cites Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T06:00:51.911307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e26ee7ca-540e-447f-a3c1-05be23dcd7cf · outbound

This paper cites Reasoning model guide.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Reasoning model guide

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:00:52.146811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b72e91c8-0ef4-43ef-99aa-bfa944a7b7f4 · outbound

This paper cites A Survey on In-context Learning.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks A Survey on In-context Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.230946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0db4016a-38d6-4cf6-ae2a-a510da52520a · outbound

This paper cites rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.234438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 712198d3-4d35-4960-8703-60d53055413d · outbound

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

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.238365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43e079d3-4dbe-4fb2-bd2e-d4df5fd3abc5 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Measuring Massive Multitask Language Understanding

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.241911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85414860-976b-4fa8-b6c3-9b66fd1a38b8 · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.245452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe52f492-55c2-4d1d-97d1-e12545e8dc99 · outbound

This paper cites AI Agents That Matter.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks AI Agents That Matter

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.249091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e088f9e9-575e-48e4-ade0-e583b1d9e185 · outbound

This paper cites Large Language Models are Zero-Shot Reasoners.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Large Language Models are Zero-Shot Reasoners

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.252690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78424cb9-51ab-40a0-ba88-63c61872ace0 · outbound

This paper cites Search-o1: Agentic Search-Enhanced Large Reasoning Models.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Search-o1: Agentic Search-Enhanced Large Reasoning Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.256609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c479ed9-2d22-444c-b34c-8b0244452b9e · outbound

This paper cites Deductive verification of chain-of-thought reasoning.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Deductive verification of chain-of-thought reasoning

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:00:52.136268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9f775668-2946-425f-9ed0-16874ed723d8 · outbound

This paper cites MarsCode Agent: AI-native Automated Bug Fixing.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks MarsCode Agent: AI-native Automated Bug Fixing

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.264004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d8822cb-cae4-4bbc-8c7a-6c2912d84b6a · outbound

This paper cites Self-Refine: Iterative Refinement with Self-Feedback.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Self-Refine: Iterative Refinement with Self-Feedback

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.267761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6f44c97-c16a-4bad-98d2-d725bc53c705 · outbound

This paper cites Don't sleep on single-agent systems.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Don't sleep on single-agent systems

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:00:52.126173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 736d2029-cc39-4e29-83ba-68f9fa3f6506 · outbound

This paper cites Sky-t1: Train your own o1 preview model within \ 450.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Sky-t1: Train your own o1 preview model within \ 450

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:00:52.116111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6e05eaed-7841-4a4a-bf68-a60cad5f0192 · outbound

This paper cites Openai function calling guide.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Openai function calling guide

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:00:52.105403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e7cefd83-889c-41b3-b716-5fbddc421eb0 · outbound

This paper cites Gpt-4o mini: Advancing cost-efficient intelligence.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Gpt-4o mini: Advancing cost-efficient intelligence

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:00:52.095489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d81af841-e9ad-4231-9c62-067b3b19b605 · outbound

This paper cites Learning to reason with llms.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Learning to reason with llms

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:00:52.085266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2174c778-888b-446c-a9f1-bc005b183e47 · outbound

This paper cites Openai o1-mini: Advancing cost-efficient reasoning.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Openai o1-mini: Advancing cost-efficient reasoning

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:00:52.075161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a4f95452-df28-4b00-9ce2-256d8a422a0a · outbound

This paper cites Openai o1 system card.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Openai o1 system card

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:00:52.064788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b6a7eb8f-ea25-4231-ab69-6188585b452d · outbound

This paper cites Introducing swe bench verified.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Introducing swe bench verified

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:00:52.054779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 12abd3b7-b049-43dc-b7dc-8cb1595e7c63 · outbound

This paper cites Chat api reference.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Chat api reference

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:00:52.044615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4bc17698-9b2b-42d4-9902-08efaf11edef · outbound

This paper cites Gpt-4o mini model documentation.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Gpt-4o mini model documentation

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:00:52.034137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4d4d5114-e619-4981-812e-bf6c1ce531a6 · outbound

This paper cites Openai o1.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Openai o1

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:00:52.023666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e0c615cc-3fad-46ec-9923-f1e461a74c28 · outbound

This paper cites HyperAgent: Generalist Software Engineering Agents to Solve Coding Tasks at Scale.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks HyperAgent: Generalist Software Engineering Agents to Solve Coding Tasks at Scale

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.305754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9e3af42-8610-4198-b4ce-0f30ebb32731 · outbound

This paper cites Qwen2.5: A party of foundation models, September 2024 a.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Qwen2.5: A party of foundation models, September 2024 a

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:00:52.012759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a06dd479-7c21-47e7-8169-eea00951fd69 · outbound

This paper cites Qwq: Reflect deeply on the boundaries of the unknown, November 2024 b.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Qwq: Reflect deeply on the boundaries of the unknown, November 2024 b

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:00:52.001626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 37693a65-35de-477f-b3e4-f7b578901b6f · outbound

This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.316246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7171461b-d277-40dd-ba74-eb7366fb19d0 · outbound

This paper cites Swe agents: Empowering software development with ai agents.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Swe agents: Empowering software development with ai agents

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:00:51.990132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8f993939-370d-4e43-8fdb-82e0b10275af · outbound

This paper cites an unresolved cited work.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-08T06:00:51.979104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 044f407e-729a-42bf-9516-31ea8b1f576a · outbound

This paper cites Agentic ai whitepaper, 2024.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Agentic ai whitepaper, 2024

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:00:51.968215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 329c4513-4a61-4e65-8bcf-9381af61d405 · outbound

This paper cites Binomial confidence intervals and contingency tests: Mathematical fundamentals and the evaluation of alternative methods.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Binomial confidence intervals and contingency tests: Mathematical fundamentals and the evaluation of alternative methods

Reference 41

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T06:00:51.781529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ea5c2499-dabc-4664-9262-cf879d2cb014 · outbound

This paper cites Executable Code Actions Elicit Better LLM Agents.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Executable Code Actions Elicit Better LLM Agents

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.333686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9311cd18-0c14-451f-9f3a-cf053a9ee1d1 · outbound

This paper cites OpenHands: An Open Platform for AI Software Developers as Generalist Agents.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks OpenHands: An Open Platform for AI Software Developers as Generalist Agents

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.337621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56c9eccd-f325-48ac-8eb1-38df37990842 · outbound

This paper cites F., Tang, X., Zhuge, M., Pan, J., Song, Y., Li, B., Singh, J., et al.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks F., Tang, X., Zhuge, M., Pan, J., Song, Y., Li, B., Singh, J., et al

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:00:51.956266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0c6513c6-3447-431f-9bc9-631208f1f093 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.344507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8e9a8b4-9840-4a93-bd3c-4316086e53e9 · outbound

This paper cites Agentless: Demystifying LLM-based Software Engineering Agents.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Agentless: Demystifying LLM-based Software Engineering Agents

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.348029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e9a0583-31a3-41a7-bd30-4a8bd13b0a4c · outbound

This paper cites Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.351706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46c32c29-b7b3-412a-b2d0-72abdea5e038 · outbound

This paper cites C.-J., Zhang, T., Patil, S.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks C.-J., Zhang, T., Patil, S

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T06:00:51.944825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 48669032-3d6a-4c1d-8e33-dfea48017c46 · outbound

This paper cites Qwen2 Technical Report.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Qwen2 Technical Report

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.358643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0baf522-cfb5-41a9-a62b-cef2e9c39fd6 · outbound

This paper cites SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.362024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d75f9503-7392-40ef-abb4-1ba5aa6b3daf · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.365903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16546322-8a7e-44ae-a8a5-58e8d431fe1e · outbound

This paper cites Agentic Information Retrieval.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Agentic Information Retrieval

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.369728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f36ceb2-813a-4dc9-b7b7-0ea060add2bd · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.373372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee46ce30-7b8f-4fe2-bdfe-1645dc8038e4 · outbound

This paper cites Evaluation of openai o1: Opportunities and challenges of agi.

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Evaluation of openai o1: Opportunities and challenges of agi

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-08T06:00:32.376565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 30c0b6c5-2d41-44ea-a9ce-b44e104232f0 · inbound

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models cites this paper.

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 145

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:40:42.074373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ae2f02e4-b4e5-4ca6-812e-dba53e5230cb · inbound

ThinkSwitcher: When to Think Hard, When to Think Fast cites this paper.

ThinkSwitcher: When to Think Hard, When to Think Fast The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:39.229093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3599f3c2-c32f-4c1b-9b91-08c8c01615e6 · inbound

Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training cites this paper.

Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:06.237359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a02f0fd1-c699-42df-a7ca-9513f1fda469 · inbound

Are Large Language Models Reliable AI Scientists? Assessing Reverse-Engineering of Black-Box Systems cites this paper.

Are Large Language Models Reliable AI Scientists? Assessing Reverse-Engineering of Black-Box Systems The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:40:33.403417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b91f5d9f-a288-40d2-8523-5518f8dd2466 · inbound

Stable Reinforcement Learning for Efficient Reasoning cites this paper.

Stable Reinforcement Learning for Efficient Reasoning The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:38:44.636364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6987e8ae-6045-4f17-b7d0-bfdb2283b38e · inbound

An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation cites this paper.

An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T14:02:15.089502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eef794d5-2750-44eb-813a-1ab3f050ded6 · inbound

Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms cites this paper.

Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T14:38:52.251169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c32ba47-aca8-49fc-88c4-dd38b5c1aaa8 · inbound

Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs cites this paper.

Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T12:06:24.720512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c55f0859-3091-4791-a80c-53eca61869e0 · inbound

Sample Complexity and Representation Ability of Test-time Scaling Paradigms cites this paper.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:33.109279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 273a0c2d-3aa1-46e3-917f-7a4d294b61ee · inbound

Enhancing Decision-Making of Large Language Models via Actor-Critic cites this paper.

Enhancing Decision-Making of Large Language Models via Actor-Critic The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T10:55:44.275248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 686341eb-95f7-42ea-af02-23ba8e4f0ed9 · inbound

Wait, We Don't Need to "Wait"! Removing Thinking Tokens Improves Reasoning Efficiency cites this paper.

Wait, We Don't Need to "Wait"! Removing Thinking Tokens Improves Reasoning Efficiency The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T05:19:16.056537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98814e70-03e1-42da-824a-9817c40d10ef · inbound

ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization cites this paper.

ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:01.508410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 120bf619-4a70-4da5-8dd9-d6c89a99ea69 · inbound

Optimizing Length Compression in Large Reasoning Models cites this paper.

Optimizing Length Compression in Large Reasoning Models The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T00:16:35.589321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8087ad6-47ac-4231-a96a-0f83174f9110 · inbound

Enterprise Large Language Model Evaluation Benchmark cites this paper.

Enterprise Large Language Model Evaluation Benchmark The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-06T22:56:38.165147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d10528a9-8fe9-401b-a3eb-4cad6fec5fe2 · inbound

Pok\'eAI: A Goal-Generating, Battle-Optimizing Multi-agent System for Pokemon Red cites this paper.

Pok\'eAI: A Goal-Generating, Battle-Optimizing Multi-agent System for Pokemon Red The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T21:38:34.144921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10523124-a015-49c1-8721-8e415a1b2aa7 · inbound

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning cites this paper.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:02.539956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bb425ca-7757-4334-8401-3f1cc9aa14f7 · inbound

SmartThinker: Learning to Compress and Preserve Reasoning by Step-Level Length Control cites this paper.

SmartThinker: Learning to Compress and Preserve Reasoning by Step-Level Length Control The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T19:56:08.440220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3fac9ee-d1ae-496a-9cc7-2e54877269b5 · inbound

Agentic-R1: Distilled Dual-Strategy Reasoning cites this paper.

Agentic-R1: Distilled Dual-Strategy Reasoning The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T19:26:55.849121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d24371c2-a8a9-46c0-91fc-e679b4fce704 · inbound

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey cites this paper.

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T17:53:44.615059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf5ba05e-4d33-426f-9131-f9dc7437af62 · inbound

A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models cites this paper.

A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 203

Resolution: unresolved; no resolver link, observed 2026-08-05T10:39:07.810497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7aa4903-f407-4b2d-9868-8ebe4318f2a2 · inbound

ParaThinker: Native Parallel Thinking as a New Paradigm to Scale LLM Test-time Compute cites this paper.

ParaThinker: Native Parallel Thinking as a New Paradigm to Scale LLM Test-time Compute The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T13:52:03.922005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf9b8a84-de3d-4d4f-9189-fdc4bb91b7ae · inbound

Self-Aligned Reward: Towards Effective and Efficient Reasoners cites this paper.

Self-Aligned Reward: Towards Effective and Efficient Reasoners The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-18T18:31:44.533212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 66d08574-ffbf-453c-bf83-0cccaa497edf · inbound

Large Language Models as Virtual Survey Respondents: Evaluating Sociodemographic Response Generation cites this paper.

Large Language Models as Virtual Survey Respondents: Evaluating Sociodemographic Response Generation The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-18T18:46:45.006233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ff4b2387-6a66-400d-9e8d-9a076feb90f8 · inbound

When Researchers Say Mental Model/Theory of Mind of AI, What Are They Really Talking About? cites this paper.

When Researchers Say Mental Model/Theory of Mind of AI, What Are They Really Talking About? The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T12:42:03.063700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f580d67e-18c6-43e8-88e1-934b3c9b2af8 · inbound

TeaRAG: A Token-Efficient Agentic Retrieval-Augmented Generation Framework cites this paper.

TeaRAG: A Token-Efficient Agentic Retrieval-Augmented Generation Framework The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T23:33:43.924269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46f9a66e-f852-447a-b867-0fb8469c8aeb · inbound

Understanding the Effects of Distractors on Reasoning Vision-Language Models cites this paper.

Understanding the Effects of Distractors on Reasoning Vision-Language Models The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T20:08:00.287151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a6c18be-c265-4533-a582-8ab8660eb473 · inbound

Reasoning While Asking: Transforming Reasoning Large Language Models from Passive Solvers to Proactive Inquirers cites this paper.

Reasoning While Asking: Transforming Reasoning Large Language Models from Passive Solvers to Proactive Inquirers The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T06:47:45.299394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 269725ed-1e2f-4401-90f5-a0aed5c3c10f · inbound

Benchmarking and Evaluating VLMs for Software Architecture Diagram Understanding cites this paper.

Benchmarking and Evaluating VLMs for Software Architecture Diagram Understanding The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 24

Resolution: verified exact; orphan_title_repair, observed 2026-05-13T17:17:53.414493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 43c900bf-925a-42dd-9f6a-a8818084e6f1 · inbound

When Is Thinking Enough? Early Exit via Sufficiency Assessment for Efficient Reasoning cites this paper.

When Is Thinking Enough? Early Exit via Sufficiency Assessment for Efficient Reasoning The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T05:41:00.153584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 28b4b354-5370-4a47-bd7a-fbc0fece55e8 · inbound

Efficient Test-Time Scaling via Temporal Reasoning Aggregation cites this paper.

Efficient Test-Time Scaling via Temporal Reasoning Aggregation The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:21:26.515232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d6e92685-5648-4a1e-8eb4-4f1aa106016d · inbound

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval cites this paper.

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:05:34.083275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9e1a2311-f995-41ae-9bea-9086726eea5e · inbound

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval cites this paper.

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-01T00:45:12.418615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2603c6c1-410e-408e-ab00-69108fd6784a · inbound

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval cites this paper.

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T05:24:43.733370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9743e1e6-e62e-41ba-a921-140d5032f8b2 · inbound

AcademiClaw: When Students Set Challenges for AI Agents cites this paper.

AcademiClaw: When Students Set Challenges for AI Agents The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T05:55:29.672030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5d912599-158b-4e92-afd3-f037189d6253 · inbound

Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs cites this paper.

Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 264

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T07:45:59.523057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 37fc1f62-fadb-4711-bf6b-da3d3509dd39 · inbound

Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning cites this paper.

Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 249

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T08:01:00.773660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e2efe663-dd40-4762-8852-1ebd6706bb78 · inbound

Implicit Compression Regularization: Concise Reasoning via Internal Shorter Distributions in RL Post-Training cites this paper.

Implicit Compression Regularization: Concise Reasoning via Internal Shorter Distributions in RL Post-Training The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:35:59.710465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation df9221b0-3feb-4c5e-baa1-fcbaca8577bd · inbound

Inducing Overthink: Hierarchical Genetic Algorithm-based DoS Attack on Black-Box Large Language Reasoning Models cites this paper.

Inducing Overthink: Hierarchical Genetic Algorithm-based DoS Attack on Black-Box Large Language Reasoning Models The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-14T18:29:22.447308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 06b2e51b-e1cc-4d76-b096-78bf63851801 · inbound

Inducing Overthink: Hierarchical Genetic Algorithm-based DoS Attack on Black-Box Large Language Reasoning Models cites this paper.

Inducing Overthink: Hierarchical Genetic Algorithm-based DoS Attack on Black-Box Large Language Reasoning Models The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-15T05:55:05.056365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 94ac3c56-85fd-4608-baa3-35bf0e47a822 · inbound

TRIAGE: Evaluating Prospective Metacognitive Control in LLMs under Resource Constraints cites this paper.

TRIAGE: Evaluating Prospective Metacognitive Control in LLMs under Resource Constraints The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T19:29:23.903523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a1d1e63b-3742-48b0-bd2b-96873742b1fb · inbound

Thinking Past the Answer: Evaluating Harmful Overthinking in Large Reasoning Models cites this paper.

Thinking Past the Answer: Evaluating Harmful Overthinking in Large Reasoning Models The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-01T23:36:22.548335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 26e90db1-9461-48ca-ad06-101a673e7752 · inbound

Human oversight of agentic systems in practice: Examining the oversight work, challenges, and heuristics of developers using software agents cites this paper.

Human oversight of agentic systems in practice: Examining the oversight work, challenges, and heuristics of developers using software agents The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-07-02T10:36:52.898629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6dbc1aa7-9f81-4053-a996-89ddf917836e · inbound

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes cites this paper.

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-07-03T05:57:41.153708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9f9b1fce-5308-449c-9279-b3faeb261aff · inbound

Dynamic Rollout Editing for Reducing Overthinking in RL-Trained Reasoning Models cites this paper.

Dynamic Rollout Editing for Reducing Overthinking in RL-Trained Reasoning Models The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-06-27T01:20:20.427621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 25c4249d-545a-47d6-bd1c-a63af917aa10 · inbound

SQLConductor: Search-to-Policy Learning for Step-wise Text-to-SQL Orchestration cites this paper.

SQLConductor: Search-to-Policy Learning for Step-wise Text-to-SQL Orchestration The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-04T12:39:49.586063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 184ce6d6-05f9-444e-8966-8a542703eca9 · inbound

Implicit Fine-tuning via Context Engineering: A Curriculum Learning Framework for Multimodal Entity Alignment cites this paper.

Implicit Fine-tuning via Context Engineering: A Curriculum Learning Framework for Multimodal Entity Alignment The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-14T11:01:48.645217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5efbb03-e294-4586-92ac-f36f2bb2b762 · inbound

From Trajectories to Prefixes: Reusing Teacher Trajectories via Replayed Prefixes and Online Continuation cites this paper.

From Trajectories to Prefixes: Reusing Teacher Trajectories via Replayed Prefixes and Online Continuation The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T08:56:34.488009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1a0ecba-065e-4ee2-9176-c567615d9f1c · inbound

EvoThink: Evolving Thinking in Large Reasoning Models via Self-Pruning and Aha-Moment Preference Optimization cites this paper.

EvoThink: Evolving Thinking in Large Reasoning Models via Self-Pruning and Aha-Moment Preference Optimization The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T11:17:40.215084Z

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Unavailable: canonical work link unavailable.

Observation b0e306ed-4114-40aa-875a-b0a0729cf3ae · inbound

Scores Are Not Decisions: Cost-Aware Stopping for Tool Acquisition in LLM Agents cites this paper.

Scores Are Not Decisions: Cost-Aware Stopping for Tool Acquisition in LLM Agents The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-30T11:41:13.586145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 218d3f47-a16f-4ce0-bbdc-20b953158839 · inbound

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents cites this paper.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.567639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.