Paper Citation Record · LEDGER

Rethinking the Illusion of Thinking

As of 8 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 3 inbound Pith citation observations for arXiv:2507.01231.

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

pith.paper-citation-record.v1
2507.01231 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:03:41.013070Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:20:17.663386Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T23:06:19.951416Z

Reference resolution

26 of 26 outbound references displayed

verified exact1
verified fuzzy10
unresolved11
parse uncertain0
malformed identifier2
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5c2bb586-5c9e-4472-b2d6-d600799aaba8 · outbound

This paper cites predicts.

Rethinking the Illusion of Thinking predicts

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:03:46.506962Z

Source-reported events for the cited work

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

Observation bd07cb39-15ab-4cff-9a83-234b77ab130d · outbound

This paper cites an unresolved cited work.

Rethinking the Illusion of Thinking Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:03:46.218494Z

Source-reported events for the cited work

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

Observation cf36ac29-4f8f-46f8-8d14-5c33a914a568 · outbound

This paper cites How- ever, the experimental setup introduces a critical flaw: while increasing N, the boat capacityk remains fixed at.

Rethinking the Illusion of Thinking How- ever, the experimental setup introduces a critical flaw: while increasing N, the boat capacityk remains fixed at

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:03:46.008060Z

Source-reported events for the cited work

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

Observation 77614a89-2065-4127-8a7d-424aee0c3745 · outbound

This paper cites an unresolved cited work.

Rethinking the Illusion of Thinking Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:03:45.662581Z

Source-reported events for the cited work

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

Observation 60e1bebd-2d8d-4568-88de-320eb65113d3 · outbound

This paper cites For each configuration, we run 10 independent trials to obtain robust averages.

Rethinking the Illusion of Thinking For each configuration, we run 10 independent trials to obtain robust averages

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:03:45.432402Z

Source-reported events for the cited work

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

Observation f9085f7b-87aa-4abb-ba68-a4dac7406f9c · outbound

This paper cites phase transition.

Rethinking the Illusion of Thinking phase transition

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T21:03:37.928780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbbfa823-9daf-4f9f-a157-ecc51de0054d · outbound

This paper cites General Scales Unlock AI Evaluation with Explanatory and Predictive Power.

Rethinking the Illusion of Thinking General Scales Unlock AI Evaluation with Explanatory and Predictive Power

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T21:03:38.053339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78a10819-6c49-4415-a80e-dbb6e0c6ade2 · outbound

This paper cites https://ml-site.cdn-apple.

Rethinking the Illusion of Thinking https://ml-site.cdn-apple

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:03:45.121331Z

Source-reported events for the cited work

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

Observation 64baee42-c523-4333-9733-c88383fed936 · outbound

This paper cites The Guardian (2025).

Rethinking the Illusion of Thinking The Guardian (2025)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:03:44.807962Z

Source-reported events for the cited work

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

Observation 774250bd-6bcf-4e9d-9797-3776125e8376 · outbound

This paper cites https://www.wsj.com/tech/ai/ artificial-superintelligence-overestimation-3f954065, last accessed 2025/06/25.

Rethinking the Illusion of Thinking https://www.wsj.com/tech/ai/ artificial-superintelligence-overestimation-3f954065, last accessed 2025/06/25

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:03:44.549365Z

Source-reported events for the cited work

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

Observation baa4f3e5-f9cd-4e88-936b-fd43e63fe9cf · outbound

This paper cites 8 arXiv preprint (2025).

Rethinking the Illusion of Thinking 8 arXiv preprint (2025)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:03:44.244790Z

Source-reported events for the cited work

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

Observation 7e15f69c-a558-4920-b573-fc482e2f15c4 · outbound

This paper cites A Comment On "The Illusion of Thinking": Reframing the Reasoning Cliff as an Agentic Gap.

Rethinking the Illusion of Thinking A Comment On "The Illusion of Thinking": Reframing the Reasoning Cliff as an Agentic Gap

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T21:03:38.802093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3a31253-217b-4389-b978-b384d1a98c8b · outbound

This paper cites Na- ture 627, 49–58 (2024).

Rethinking the Illusion of Thinking Na- ture 627, 49–58 (2024)

Reference 13

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T21:03:43.858425Z

Source-reported events for the cited work

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

Observation a4955607-c80d-4a2a-8e1d-ba00be34a93d · outbound

This paper cites OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization.

Rethinking the Illusion of Thinking OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T21:03:39.097178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5fd0f75-9550-4b49-a94f-370e0652559c · outbound

This paper cites River Crossing Problems: Algebraic Approach.

Rethinking the Illusion of Thinking River Crossing Problems: Algebraic Approach

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:03:41.960221Z

Source-reported events for the cited work

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

Observation e38c154e-89b8-4abc-b33b-8bb28db8438c · outbound

This paper cites Variations on the Missionaries and Cannibals Problem.

Rethinking the Illusion of Thinking Variations on the Missionaries and Cannibals Problem

Reference 16

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T21:03:41.583163Z

Source-reported events for the cited work

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

Observation 68314ac2-4213-41d8-888b-8bb2858a5845 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Rethinking the Illusion of Thinking Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T21:03:39.747044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45574a6d-68be-4841-8d35-b831035d5389 · outbound

This paper cites 11805, last accessed 2025/06/26.

Rethinking the Illusion of Thinking 11805, last accessed 2025/06/26

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:03:43.483433Z

Source-reported events for the cited work

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

Observation d7d9168c-ea46-4da0-bd6a-44dcbfee6623 · outbound

This paper cites arXiv preprint (2024).

Rethinking the Illusion of Thinking arXiv preprint (2024)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:03:43.147361Z

Source-reported events for the cited work

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

Observation da5974b3-9768-4fee-8861-ab9ed33e2b0b · outbound

This paper cites Scaling Large Language Model-based Multi-Agent Collaboration.

Rethinking the Illusion of Thinking Scaling Large Language Model-based Multi-Agent Collaboration

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T21:03:40.135848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71babf2f-d691-4d47-80e8-0ab9e11c8090 · outbound

This paper cites Single-agent or Multi-agent Systems? Why Not Both?.

Rethinking the Illusion of Thinking Single-agent or Multi-agent Systems? Why Not Both?

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T21:03:40.314391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c713d037-a23b-4226-9b32-e4f98d5f4c68 · outbound

This paper cites Cooperative Strategic Planning Enhances Reasoning Capabilities in Large Language Models.

Rethinking the Illusion of Thinking Cooperative Strategic Planning Enhances Reasoning Capabilities in Large Language Models

Reference 23

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T21:03:41.353114Z

Source-reported events for the cited work

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

Observation 7b09468d-94de-47af-9d33-456818257080 · outbound

This paper cites npj Arti- ficial Intelligence1,4(2025).

Rethinking the Illusion of Thinking npj Arti- ficial Intelligence1,4(2025)

Reference 24

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T21:03:42.772372Z

Source-reported events for the cited work

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

Observation 679f683a-af67-44cd-a4cb-662e1cb3559a · outbound

This paper cites Science 264(5163), 1297–1301 (1994).

Rethinking the Illusion of Thinking Science 264(5163), 1297–1301 (1994)

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T21:03:40.761722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 805a7767-4005-4c7f-9bba-acb56b29bf35 · outbound

This paper cites an unresolved cited work.

Rethinking the Illusion of Thinking Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:03:42.456600Z

Source-reported events for the cited work

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

Observation fabff928-daa7-4ab4-bce3-8cff665e9e8d · outbound

This paper cites Nature Communications 9, 233 (2018).

Rethinking the Illusion of Thinking Nature Communications 9, 233 (2018)

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:03:42.167867Z

Source-reported events for the cited work

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

Pith citing papers

Observation 135ff164-bace-489b-8e95-01e296fc3110 · inbound

Re:Form -- Reducing Human Annotations in Scalable Formal Software Verification with RL in LLMs: A Preliminary Study on Dafny cites this paper.

Re:Form -- Reducing Human Annotations in Scalable Formal Software Verification with RL in LLMs: A Preliminary Study on Dafny Rethinking the Illusion of Thinking

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-06T15:20:17.663386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a1396a1-c680-4555-8906-862066218414 · inbound

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems cites this paper.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Rethinking the Illusion of Thinking

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-01T23:06:19.953276Z

Source-reported events for the cited work

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

Observation 8c34aa5f-69a4-4711-8bf6-9a9fe5c25bf8 · inbound

Protoreasoning in Tiny Transformers cites this paper.

Protoreasoning in Tiny Transformers Rethinking the Illusion of Thinking

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T12:24:29.109016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.