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Paper Citation Record · LEDGER

Towards Understanding the Cognitive Habits of Large Reasoning Models

As of 8 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2506.21571.

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

pith.paper-citation-record.v1
2506.21571 v3

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:07:59.442878Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

62 of 62 outbound references displayed

  • verified exact1
  • verified fuzzy1
  • unresolved60
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 572b28d4-ba1e-414e-904e-46382a25fdda · outbound

This paper cites online" 'onlinestring :=.

Towards Understanding the Cognitive Habits of Large Reasoning Models online" 'onlinestring :=

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:55.158578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:55.158578Z digest=sha256:ae38498e15a2a91b9288269abeeb6ba43d1458d70878113bc6240b08506ceb6e

Observation a58511c7-ad75-46d1-ae9d-e2a5a8e8ef0f · outbound

This paper cites write newline.

Towards Understanding the Cognitive Habits of Large Reasoning Models write newline

Reference 2

Resolution
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no resolver link, observed 2026-08-07T04:07:55.232588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:55.232588Z digest=sha256:1428798d5d317be783d8eb0c7f4346daaf9d315cdcdfeb8acdbae115ad9a1640

Observation d6014f68-6faa-4e2f-9128-8cb6863fbfbd · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:05.608258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:55.320588Z digest=sha256:aa8fcf310d5a66f94cce0f7d726a8bef358f27afc26827b98e21a13b4f766758

Observation 767633b5-afcf-45ea-9b91-859a4672b84f · outbound

This paper cites Qwen2.5-VL Technical Report.

Towards Understanding the Cognitive Habits of Large Reasoning Models Qwen2.5-VL Technical Report

Reference 4

Resolution
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no resolver link, observed 2026-08-07T04:07:55.358005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:55.358005Z digest=sha256:7c340e3722f141df5ab04e0ba9329c45ca4235c82d817088e5e9cd2fac0b454e

Observation 7cae5e2d-6c2e-4a0a-9b57-257ea0bb3d8a · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

Towards Understanding the Cognitive Habits of Large Reasoning Models Constitutional AI: Harmlessness from AI Feedback

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:55.445145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:55.445145Z digest=sha256:89550fe299f2ac3a960b2f73a742e5f51ff1222f631db0d5c03059d89315ab2d

Observation 3ba0ea05-d012-4758-9ba9-b07254d8ac48 · outbound

This paper cites Guan, Aleksander Madry, Wojciech Zaremba, Jakub Pachocki, and David Farhi.

Towards Understanding the Cognitive Habits of Large Reasoning Models Guan, Aleksander Madry, Wojciech Zaremba, Jakub Pachocki, and David Farhi

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:08:05.371673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:55.532588Z digest=sha256:7a1335bdec0ab19b93149d130dc17c7da76c39e24da9beeb0d8c2bd3989cc9fd

Observation 4e1f8cf8-62cf-4317-802c-f6c5c259be06 · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:55.621422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:55.621422Z digest=sha256:fc9d1d77d63e0af8af33e80c56155282ddab67de91fe3f8c71c8ce3605bba30d

Observation 8b92d3b3-abb8-4751-8b85-d3a41bdd2683 · outbound

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

Towards Understanding the Cognitive Habits of Large Reasoning Models Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:55.678453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:55.678453Z digest=sha256:65d4cc3acef4ba4cbcdd791bf09cfe98a5b13caf1fb6ddd20713b8a4c1ba27fb

Observation e81cc5bf-5a7c-46bb-aabe-9b8acfeed8a3 · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:05.041894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:55.776450Z digest=sha256:375d14b29bfe45d9670f3e67eaa9b49f20c04c7fcfa680c4f367c2d156e55e72

Observation b29a6627-d8a8-4cf9-9c7e-fd1042dbb0f1 · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:04.857524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:55.863163Z digest=sha256:26866a2e90044f41bc8eba0b5c00636e975d10dd76d8175988f5819345f4533c

Observation 4760351a-9cc5-4941-b4af-143857baf8d2 · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:04.712246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:55.951368Z digest=sha256:0cabe1d3e3862750bb3c762b79bfd9aab9bc86231edf82ddb2ef10c37ac62a13

Observation 2076e2ee-0eb9-4d83-99db-b0e98a8e536c · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:04.566843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:56.040663Z digest=sha256:38b2bb4b761b8c3064366847016294a8945118f83de80304bbc29a8f95680c7a

Observation f8365a06-b5b3-403e-a081-f305f460d807 · outbound

This paper cites Cognitive Behaviors that Enable Self-Improving Reasoners, or, Four Habits of Highly Effective STaRs.

Towards Understanding the Cognitive Habits of Large Reasoning Models Cognitive Behaviors that Enable Self-Improving Reasoners, or, Four Habits of Highly Effective STaRs

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:56.120329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:56.120329Z digest=sha256:09121e5b0bb2472b14bf5230c196daaf80209149e4d1506d5b03c5412e4f0026

Observation bf5d3d7e-f8ea-44a0-b6c6-53d870f680ff · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:04.453094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:56.210377Z digest=sha256:e337c20889609bcf143ea813ad4fbf740f20b1129583a75425717bd0ec45e07b

Observation d26efe52-e749-4d62-9209-0bb1d6082afe · outbound

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

Towards Understanding the Cognitive Habits of Large Reasoning Models rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:56.268149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:56.268149Z digest=sha256:80c224890e7f6ea05624b9fb52a0ba0e63e7becb4fd1b50d1401035901efe43c

Observation 94aee24c-e540-4e41-add2-184310f2a2ab · outbound

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

Towards Understanding the Cognitive Habits of Large Reasoning Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 16

Resolution
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no resolver link, observed 2026-08-07T04:07:56.349099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:56.349099Z digest=sha256:38b1a9220bb9c6ff5a25efefc0f3596304fe5b96b2315905095c11c4a4749c34

Observation 0889eba4-79b1-4aae-8a78-87df44594ca4 · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:04.328392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:56.434948Z digest=sha256:f339c483522bea682437d9228cea28c40dc4ec9b7b5599d21899112eb9bd1aff

Observation 1c50fcaa-fff0-4c58-b6e5-afa21e41ffde · outbound

This paper cites GPT-4o System Card.

Towards Understanding the Cognitive Habits of Large Reasoning Models GPT-4o System Card

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:56.522867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:56.522867Z digest=sha256:ae9193ae99e7d5a21aba07f3302152d1be0057e50830545dffd67d6f18f97a0c

Observation 4e41f175-445c-4ae2-8f23-47d912d96882 · outbound

This paper cites OpenAI o1 System Card.

Towards Understanding the Cognitive Habits of Large Reasoning Models OpenAI o1 System Card

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:56.583719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:56.583719Z digest=sha256:b3ba800994961485afa3da49739bfc110697e79ba75a8853d0c5c8088f0503fc

Observation 5ac43106-720c-452b-bb1c-76202c7f50bd · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:04.203960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:56.672764Z digest=sha256:3f3e765fcf22dd5e08cb866c751d41cb6007db372e2fcfadaae99198bdd42d4e

Observation 11ea84e4-73ff-470d-a8bd-7077c0d30746 · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:56.785674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:56.785674Z digest=sha256:0b2f88a323d4a5fdc3c67376e5d1f3b0c12447c62fcee8f07d9791c139a795c5

Observation 7f6a8dce-aef0-4231-858b-ce25fc2a1b37 · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:56.879694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:56.879694Z digest=sha256:11a37e949202a85cd586a96ae33caaf391fb179eb59295ab22173d34db528b40

Observation 1b56d05f-2bca-487a-9b59-e4a2b5b83965 · outbound

This paper cites AI Awareness.

Towards Understanding the Cognitive Habits of Large Reasoning Models AI Awareness

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-08-07T04:07:59.986360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:56.961732Z digest=sha256:5703b1d723fa724cc547a943377ac180a274005cdda1f67a977de5cb49958f5f

Observation c012a57f-c726-4c9d-830e-d8cd395a6198 · outbound

This paper cites From System 1 to System 2: A Survey of Reasoning Large Language Models.

Towards Understanding the Cognitive Habits of Large Reasoning Models From System 1 to System 2: A Survey of Reasoning Large Language Models

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:57.025123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:57.025123Z digest=sha256:0ff96fc5375d5cb372cd0fb4b53510cdb546e773db3779439d739f878e41b78c

Observation 230e85f7-79f6-4e30-93f2-7a5b4f164e8d · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:04.055733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:57.105162Z digest=sha256:707937df1bbd773fa90d4ff101d6a8fba55b5795f8ccd30485a2fc4e4c9e8746

Observation 3acf38da-7121-45ad-82b4-2177258c7512 · outbound

This paper cites DeepSeek-V3 Technical Report.

Towards Understanding the Cognitive Habits of Large Reasoning Models DeepSeek-V3 Technical Report

Reference 26

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unresolved
no resolver link, observed 2026-08-07T04:07:57.168883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:57.168883Z digest=sha256:6dc3869ed4c356825ce9f6159b9f739d088e26e4324a6c856a075c097b15a750

Observation 23dada1e-5cac-44d2-bfe2-0f693faff405 · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:03.890488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:57.254418Z digest=sha256:0a701519e65066121c689cd340f88c08e40fd7637ccef43d1703ab678fa00cfb

Observation 4358d105-6a07-4513-9fc3-e117bc3df79e · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:03.742329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:57.342105Z digest=sha256:f428f8b115ceffe8385d5dc6d5f8312b141e1ca1129790a84f3f7e8dee3114c8

Observation 9ba86dd6-c07e-4650-a252-a23263490293 · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:03.587566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:57.394327Z digest=sha256:b8f4166bd60029841abdd77d449c17dc6a3c709c3a15ecbd13f3d99ec62ba835

Observation 23be6d21-5cf7-42b0-adb3-8dbabcedf0ec · outbound

This paper cites s1: Simple test-time scaling.

Towards Understanding the Cognitive Habits of Large Reasoning Models s1: Simple test-time scaling

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:57.458546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:57.458546Z digest=sha256:e3b6d566c0256e4f37b9973429567e0415ac0ca3cd6964d451274fc2259b5db4

Observation 776562b4-cecb-47a5-baf1-c51f6bf64b4d · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:03.399034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:57.502884Z digest=sha256:5f67bda1f156934eaa927bada190fb88629efe9d866838157a2bf22d2c89b52c

Observation 01ef914a-205f-4c9d-ab03-baa08cec6a28 · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:03.256533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:57.570926Z digest=sha256:497c07b2e225e0589bbaf2e4acd326f36c2b995f0d5a56ad08e62253b68c3ea0

Observation 80f88af8-46d1-422a-b418-7f3220610d16 · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:03.101905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:57.631751Z digest=sha256:98155fd0724be9851338adeed04bae259e6a51b019d21963a104383798d23ab2

Observation 3c7ead1d-40b0-407d-851d-c414e6437432 · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:02.918478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:57.690183Z digest=sha256:5fb8f1837d852f46f9c05fd1e88ddaeb446d11c51fc5a3d4988dffae605fb536

Observation 8bada523-0b6f-413b-848e-6bab2040e6f6 · outbound

This paper cites Do LLMs Possess a Personality? Making the MBTI Test an Amazing Evaluation for Large Language Models.

Towards Understanding the Cognitive Habits of Large Reasoning Models Do LLMs Possess a Personality? Making the MBTI Test an Amazing Evaluation for Large Language Models

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:57.747616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:57.747616Z digest=sha256:81f82cf30b5092baf1330480a48010ed6fbb173b536ff26bf940a0f505bf3a41

Observation eea17795-1f3d-469a-9bb0-f3dcf3a30d0e · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:02.802062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:57.790713Z digest=sha256:87f73a14a5efac7a124bef0bad9fdb31ea70b224e66f34d0d44e09f55f7af0f2

Observation ef42da2d-92f2-4120-b5a8-2323673aa48e · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:57.834344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:57.834344Z digest=sha256:d634ca8bbc257710ed313d52e86fb046065b88daa834685e55d4e045e66866e6

Observation c2a1b675-2d55-4456-a925-8e22bbe52cb1 · outbound

This paper cites CBEval: A framework for evaluating and interpreting cognitive biases in LLMs.

Towards Understanding the Cognitive Habits of Large Reasoning Models CBEval: A framework for evaluating and interpreting cognitive biases in LLMs

Reference 38

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unresolved
no resolver link, observed 2026-08-07T04:07:57.886410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:57.886410Z digest=sha256:c4cd6b2b5d37f8de0fc70a4a9d37594d5c7493e374f4eeebdd46c56a2c02d27a

Observation 410b47b1-e758-40f8-9d7f-78d13371311c · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Towards Understanding the Cognitive Habits of Large Reasoning Models DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 39

Resolution
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no resolver link, observed 2026-08-07T04:07:57.938889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:57.938889Z digest=sha256:4e56269a03090c8b43f72bbe67f2ef1712ce335a0f06b07319f77135a72d3e95

Observation e5f05ae8-0538-469b-81df-5135271323cd · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:02.664781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:57.994393Z digest=sha256:bd6c4572439bdc6bf0b4fb614941abf299d2678d53656fc757b531ae81bffad2

Observation c44c0d0a-7aea-48c0-b339-008759508f4e · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:02.442771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:58.055927Z digest=sha256:8926fe567ffa6fb015331769e1c22dfd88dde11831e449721050d8c54e9e0bb8

Observation 67cef409-0c83-4038-82ff-498159123f2e · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

Towards Understanding the Cognitive Habits of Large Reasoning Models Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:58.123072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:58.123072Z digest=sha256:e5b1dab220e1de5915e7fa12b22fdf892a9deb2b338ee29a1a6fe996060e17fe

Observation a0ef28f2-85e2-4d2d-bcc8-5ba00272fc69 · outbound

This paper cites Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models.

Towards Understanding the Cognitive Habits of Large Reasoning Models Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Reference 43

Resolution
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no resolver link, observed 2026-08-07T04:07:58.177591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:58.177591Z digest=sha256:63424182e0e6501b1792cb57337ba82e53bd95a3889078a4bef7512a3e559003

Observation 064ac02f-6b4e-4d51-a035-354afcc7ba8c · outbound

This paper cites Detection and Mitigation of Hallucination in Large Reasoning Models: A Mechanistic Perspective.

Towards Understanding the Cognitive Habits of Large Reasoning Models Detection and Mitigation of Hallucination in Large Reasoning Models: A Mechanistic Perspective

Reference 44

Resolution
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no resolver link, observed 2026-08-07T04:07:58.233772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:58.233772Z digest=sha256:0d1ecb747cceac9feed94686dc9ca28595cc111bd76441a7b985319b9aef5d81

Observation f2d10a4b-0241-4795-ad1d-ec004289de9f · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:58.296277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:58.296277Z digest=sha256:d34970e7c4003c573ba2af49a7cc11f6a82d0966f823477f7ac478ef984a942e

Observation 65965944-89f2-4f0f-81c2-e3b67d4646d0 · outbound

This paper cites Chain-of-Thought Reasoning Without Prompting.

Towards Understanding the Cognitive Habits of Large Reasoning Models Chain-of-Thought Reasoning Without Prompting

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:58.365116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:58.365116Z digest=sha256:e559c2357922710e48b4853ba3b166e7c6f42c739b2e8ca5e741092e288ee121

Observation 91578d4b-80ff-49bd-963c-842e3083d5b4 · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:58.433999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:58.433999Z digest=sha256:385762bd13644c8ab45733589600c144c1ccbc034a5c0e04867dbf6f32fee2e0

Observation f8962d96-f2f8-48e6-81d6-47e40e7fa886 · outbound

This paper cites Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs.

Towards Understanding the Cognitive Habits of Large Reasoning Models Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:58.496937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:58.496937Z digest=sha256:337daaf60a7a4914dac9b971e9ae310daced3a30330a06ef0699217c83d05822

Observation e062132a-0560-4064-93fa-c6dea8c79580 · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:02.186144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:58.549645Z digest=sha256:2d3aee6bd3be1d204af8c589e1f4a456b27e206645d0adc404c71977d06d8a5f

Observation cad6b4bf-89ab-48f7-be41-450a32bb2df8 · outbound

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

Towards Understanding the Cognitive Habits of Large Reasoning Models Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:58.601350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:58.601350Z digest=sha256:0148285d7e140e42dd8839bb976d66231b5020ffa7502d692ea4f2ded464086e

Observation f7499a18-96a0-4b4d-99a3-67f7c6907a1f · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:01.950437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:58.656651Z digest=sha256:64a8bd49234e116bba47ef77c975e40402c15bbd3eabb5a3ba9a2e08a90d193c

Observation 7b27f0bd-635a-4c7f-a7e8-78af910b0508 · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:01.745998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:58.702294Z digest=sha256:f5f69dbe40bee9f5ea7c08bf8907ed3dc0d8ad49060f8b24d753726ae99c4f0f

Observation 3fbf4470-5515-4721-bf7e-699073c3567d · outbound

This paper cites Qwen3 Technical Report.

Towards Understanding the Cognitive Habits of Large Reasoning Models Qwen3 Technical Report

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:58.766639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:58.766639Z digest=sha256:2096e51ef135cdc9958094a7ea8c68a369289f99f8dfcc3ac01faee11155050d

Observation 54709b8a-8e93-4467-bc7a-7029ac83d13a · outbound

This paper cites Qwen2.5 Technical Report.

Towards Understanding the Cognitive Habits of Large Reasoning Models Qwen2.5 Technical Report

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:58.850658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:58.850658Z digest=sha256:e129778242a031213f8c424ff07b785b0540709ae0f5c769ebec87770dad8da0

Observation d93d3987-bc99-4c42-a4be-fff449487fc1 · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:01.581427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:58.934670Z digest=sha256:a8b40d81f05ec1562f8e739c055a7c185ce747b19c8f9194116b8a02adecd6df

Observation 3b029258-6a55-4ed5-869c-ecd31831dcd9 · outbound

This paper cites Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?.

Towards Understanding the Cognitive Habits of Large Reasoning Models Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:59.021127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:59.021127Z digest=sha256:4bf4a4a1fbec4a78fb9c6a9db1f8e5d7c53b8b43adafa3389df463a8e7c00059

Observation 5ce52080-7b79-4e78-babc-582d94f7762f · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:01.346523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:59.104824Z digest=sha256:afac292531eccb6b08d417a134ef263781850b0a4986f372ea48d1ee93941317

Observation cc7f24cf-ec32-476d-8adb-021143ca7968 · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:00.998165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:59.195883Z digest=sha256:24b7af61d4b292e82b9cb878214a775ec620a635cb36a82531166cd3bc4f6e35

Observation 8452a6c2-2aee-47dd-85ae-9042fa3a85f4 · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:00.717596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:59.268003Z digest=sha256:4f9b2496d92feb4a0869154beaa613dfe5d73820e50b03ef251a481a5f63fc91

Observation 6c6ffd14-ac0e-473f-9198-6b865a174b9e · outbound

This paper cites Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models.

Towards Understanding the Cognitive Habits of Large Reasoning Models Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:59.349772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:59.349772Z digest=sha256:0b53f363db97a0bdb1ea942ea35cfdfb208b8760772d3d2d0e7401babc162cad

Observation e2596265-bc4c-4521-a674-9059a3bb12fe · outbound

This paper cites How Should We Enhance the Safety of Large Reasoning Models: An Empirical Study.

Towards Understanding the Cognitive Habits of Large Reasoning Models How Should We Enhance the Safety of Large Reasoning Models: An Empirical Study

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-07T04:07:59.370444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:07:59.370444Z digest=sha256:99e9dd3469637977c932ea4c5e96012e08ad45c1690d76b20db9ef0f7e794cfc

Observation c7c84253-755d-4ca9-be65-2283f278c28c · outbound

This paper cites an unresolved cited work.

Towards Understanding the Cognitive Habits of Large Reasoning Models Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:08:00.387359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:07:59.442878Z digest=sha256:885819f70ee0c474de53deefe7d90d756adc4f5ed999e82cf15e7ad130a6b516

Pith citing papers

No inbound Pith citation observations are available.