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Paper Citation Record · LEDGER

Towards Understanding the Cognitive Habits of Large Reasoning Models

As of 17 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 2026-08-16T06:30:59.297886+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:ecc240a3bf4f5e1f687ea1344b82f8fc0615f4be1702398b540159f228ceb590

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
unresolved
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:a3b1ff7d979dd84b907150c2b5515ed88535682178c5ec4f13826be640ef7acb

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:55.320588Z digest=sha256:57bffb6512443bd955f82d5e688cc4e8ef9ce91ee10ae259086ea4c569aea52b

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
unresolved
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=sha256:3792f097b81720f29c4422258b4cb748c0e3420781376bcbc3f476c33cb233e0

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=sha256:196a5ba075eb49ec983bfc2910da8e81231b519bad82e342cb31975422d5c1ef

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:55.532588Z digest=sha256:fc6c4cb6781bb9f0bfcd720405b58e12a11d6d46d14ad9921efad0ff8607ec84

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:c271a651c196978eb9a61076274f060c75f49edd1851f327f6c7a08e2ecdd724

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:ad7761116b371b5a1b99b0d71a04a15bd21c42a2d0fa19a05468efff6db5651a

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:55.776450Z digest=sha256:d21f66b7ed38e51d89dd913683eb158968c9f7e4ad68295a99850d4b5ac1c2ca

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:55.863163Z digest=sha256:7e518f8a3c7bc81c69b928e780c562e36608dbbae94e3a7eb7be3d4dc62b9a2c

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:55.951368Z digest=sha256:b722fb3ee597b404075d781dcc16d1847b6369c578e0bdb58d6cfa88ed5655e2

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:56.040663Z digest=sha256:514da6793e65e455aaae00aae115b0f6fc75edcbf23142aeb4cd131d77137bf2

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=sha256:4b4a4c801eadb3ecc58e25045ce60a27024cf6514664c561a2403c3fa28f5eb8

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:56.210377Z digest=sha256:01ab27820c34f69c473490b9ee0a4fb23b8964897fd5a2b712ae90a9f0bf7a96

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:ff5183d38dac7eab57661cedf5b0e3ddd8a2af1f9d42ccdc30d9028aecab3dc7

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
unresolved
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=sha256:89b080a1d541056cdf0697bef6c9a67c4143478d659c073801a3827daee75c12

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:56.434948Z digest=sha256:6ba3780912d9ed46ac439bb6de4bd2cdc0d5cc00b181aabedbdb4e81b2d24193

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=sha256:11734ea711ecb9c0eb1b5492e9a6a939712d671156d937854cfa04bc51b2cb57

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:c167218dbdd4bfe323bd19d91ac9b5adf26c20a14d6da44e4895cde6b9624cb3

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:56.672764Z digest=sha256:c5ab30e77fbc2f5df241de629ff48a1fd83acf69e1101cca4f2777550b84e625

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=sha256:4a258d40a2214535ba875ec16e7e04533ba37f56c9ca52edf9f508806e8da0d8

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=sha256:6f49f3a7ad0ee46315987d5e340307a8108b9eda9d7592df54419d956450a5f9

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:56.961732Z digest=sha256:81367f6e463fafe6265420802753a489631698d0e00923a8a65f99213d429662

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:f08181d602ab5aec42d232e2a1cea9ac1ecfbf70e0b7394c983169d26d691906

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:57.105162Z digest=sha256:7fea43dad16824503ef5372876fb9eea76fcf306ea04e457cf52220a10aad3de

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

Resolution
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=sha256:0a325c8ba02715e04362e67fff9d09a94eabcca975804b5711e60257f642c6ae

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:57.254418Z digest=sha256:8de9c11a3779aa1a9ace57abbe298f13ae894f07c265be474e528e4246905a90

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:57.342105Z digest=sha256:23bd4fd3e0bdbfb18d7f3a603456802049ce40dd38fdf7b8586aaa60911d9c3f

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:57.394327Z digest=sha256:81c26af213120100bf728254f795719aa7d9cf2b3d1d61e9046d9d32bfa0ddd5

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=sha256:327001bdcecf5d976ab6e6222e3ee2cf87105828ec7c2ed47b4bcd422808e6aa

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:57.502884Z digest=sha256:c91f151bc3cdd937a9886737ce136905efce1720a1321cc6a02ec0855c00fb42

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:57.570926Z digest=sha256:decd4547f4f5a7887de85587b94b76f55e7f7c42312e9452c7fdafb98ffd0191

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:57.631751Z digest=sha256:be424b8183f97097718819ff5f26eb392c31973598f8f9e8dd82f9b802a4d6ca

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:57.690183Z digest=sha256:0ddaa5279894004a8e0f8cb03cd47667b866f1282173cb62dd9415a4cfdf4dd0

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:b2dd940e5d2c028f3a640244f02191062132ccb8e417a3471029dbfd68113a8e

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:57.790713Z digest=sha256:7a6174c8cfe55f8d5c6d9e134fec100930036424311fb349408824806360b530

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:b52d0f470f3c4d29b9ab0b27659b1be93b5d8b0d2a4720dddcb86977869d7152

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

Resolution
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=sha256:76485865d7ad9acaba3bf9c1b6934c714a0234d9941b5209f3e6367cd7299478

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
unresolved
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=sha256:2261d2fcf7e2597afed7cf0ecdae64c24e5e3f0e6a35ee2f6c317845c0c2e073

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:57.994393Z digest=sha256:8a94934c1eba56a4954d0969fb927321b4cc41134ed4e84cc4f568cc90675180

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:58.055927Z digest=sha256:2643cbfb6ba08625c834a41898a8011a5aedbd594e97a473db859f1ab0a446c4

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:f774c3359137757641b75bb4397a796f016d59997029206b7915b86ecad50533

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
unresolved
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=sha256:86b3a6e7a27148b7c2e0e2fa091e301c88a28bf3ec119c05d21479c3ee473669

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
unresolved
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:ad261ed17b7fdd7e2dd924a1cc17e6d5f8839ee34ea52ed3fbf71cc6e502d58e

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:bf9b5ea396e7446db1903948e1cfd466221f784fc46171fd06ed04ce62da79fb

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=sha256:72139d9474b4790c3ff661300905e55a28965d8a7957b677942417c7d03869c6

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=sha256:7e282fea26e135e4323a647cf080f5b4c3f21fe73e4e8f7e7fa651e59ccd5729

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=sha256:157495245de9df72cc41a113e174871654f2e4dea36e026433680597d9fa6c0b

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:58.549645Z digest=sha256:4281b72fb197244d66d5fc0d52cc077ff8551abd45f4029f3b305e2f33d65c82

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=sha256:797e1d316c533faf744a56fdd1441c1d54cdac518eae2992fc453b255274ed75

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:58.656651Z digest=sha256:a7d991c47668ffb19e26ae7e05932b0c46cf97012c45497df7fe08cb908a20e9

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:58.702294Z digest=sha256:fb29c302d9e5e5837197afe497306b393871cba87d657e34899d42cb35332881

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:fc3e83422aa640c43813bd5c45b324b91f65ef3c416673fe93790893a45581b7

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=sha256:1905aefa839e491def1a049a9a93fb09ecf0a2d203a0b19baf9acec4f6ac4701

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:58.934670Z digest=sha256:3fa41ecb940d7bd38a62c1aa379c9fddff08fb160abfa1aa8c694a482cd8894c

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=sha256:9eccba4e0edd7385e5f0150c3753748451c7a8d70f5578db3e4f4fceaf7df3e8

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:59.104824Z digest=sha256:33ae66a4fed6a6786120013035a3b2bb7c705c3bb4b0e44f2591f4ed09bfcecd

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:59.195883Z digest=sha256:1783af4bb2e5ea3f2aca2fa348b45cea5a3bb9018d5052e50cf12c66ad343211

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:59.268003Z digest=sha256:4a596544a5d655311191dd6ba6c307920a72bf4b806dca029ebaf7ef21292c41

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:a6df0821b854d1395495fd942d973a7b09c1ae24fd7021234b0b60879e953fcb

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=sha256:51588b516e7b9e9f25f80c86552990042cdb612763fbb7f4da29ae3d2c37abb0

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 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T04:07:59.442878Z digest=sha256:0839e0b8106e56cdf45bbf1e715ebb99f6e0cf30cbb45495a8377438ccb0b8b0

Pith citing papers

No inbound Pith citation observations are available.