Paper Citation Record · LEDGER

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs

As of 5 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 3 inbound Pith citation observations for arXiv:2512.10931.

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

pith.paper-citation-record.v1
2512.10931 v3

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T19:07:48.425181Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-06-28T19:12:34.815454Z

Reference resolution

28 of 28 outbound references displayed

verified exact3
verified fuzzy6
unresolved2
parse uncertain0
malformed identifier3
metadata mismatch14

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 93c97766-52ef-469c-a0ca-15b40d5dd0fe · outbound

This paper cites Beeching, E., Tunstall, L., and Rush, S.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs Beeching, E., Tunstall, L., and Rush, S

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T22:58:38.462484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 82bcf1d3-b657-43ab-adb7-bdb30f9827ab · outbound

This paper cites Moshi: a speech-text foundation model for real-time dialogue.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs Moshi: a speech-text foundation model for real-time dialogue

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T22:58:38.467516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4bbaa163-f0de-435f-b17e-7895d1df70a7 · outbound

This paper cites URL https: //doi.org/10.1038/s41598-025-98378-1.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs URL https: //doi.org/10.1038/s41598-025-98378-1

Reference 3

Resolution: verified exact; doi, observed 2026-05-16T22:58:38.434311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 62406071-e37a-4e1a-885c-33f8f059832a · outbound

This paper cites doi: 10.1038/s41586-025-09422-z.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs doi: 10.1038/s41586-025-09422-z

Reference 4

Resolution: metadata mismatch; doi, observed 2026-05-16T22:58:38.431491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 86e57c20-5c9b-4cd3-b69f-1291e91d39c0 · outbound

This paper cites Humanity's Last Exam.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs Humanity's Last Exam

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T22:58:38.448193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 71250433-f136-4930-908a-77a3101c8435 · outbound

This paper cites LLMs Get Lost In Multi-Turn Conversation.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs LLMs Get Lost In Multi-Turn Conversation

Reference 6

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T22:58:39.129649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 601cecf8-adcd-4f5a-9dca-7a833975a4f8 · outbound

This paper cites Chain of Code: Reasoning with a Language Model-Augmented Code Emulator.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs Chain of Code: Reasoning with a Language Model-Augmented Code Emulator

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T22:58:39.121783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 17d97d2c-2500-4191-beb7-b78648690cd0 · outbound

This paper cites ThinkLess: A Training-Free Inference-Efficient Method for Reducing Reasoning Redundancy.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs ThinkLess: A Training-Free Inference-Efficient Method for Reducing Reasoning Redundancy

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:58:39.125736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d6f9f627-5ae5-4ee0-93d2-2e68c6a93949 · outbound

This paper cites Lou, X., Li, Y ., Xu, J., Shi, X., Chen, C., and Huang, K.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs Lou, X., Li, Y ., Xu, J., Shi, X., Chen, C., and Huang, K

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:03:40.011725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b1c08d35-2dc8-4440-b57c-e84ec2fd72f7 · outbound

This paper cites s1: Simple test-time scaling.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs s1: Simple test-time scaling

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T22:58:38.458149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 539f194a-0130-4ab6-a05a-da1c0f62fc61 · outbound

This paper cites V oice-mode multimodal model supporting audio, text, and vision.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs V oice-mode multimodal model supporting audio, text, and vision

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:03:40.018275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3d345bd9-3ff0-429c-9a41-af316bb7e88c · outbound

This paper cites OpenAI o1 System Card.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs OpenAI o1 System Card

Reference 12

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T22:58:39.132869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 44d5fb08-efb6-483f-bba8-78d8b27477a1 · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs gpt-oss-120b & gpt-oss-20b Model Card

Reference 13

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T22:58:39.106221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation de455d20-b856-4b77-af9a-7a47455b2d60 · outbound

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

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:58:39.117610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d27a1e66-cd50-43c1-99b8-4b0e0fda3db7 · outbound

This paper cites AudioPaLM: A Large Language Model That Can Speak and Listen.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs AudioPaLM: A Large Language Model That Can Speak and Listen

Reference 15

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T22:58:38.426506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation cd032d55-9e7d-461c-8a0f-39c49319c2b2 · outbound

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

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Reference 16

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T22:58:39.114105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 7c0df5cd-8b0e-42bd-8d35-82a7a88ef020 · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T22:58:38.438578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 06276d78-a974-4023-abfa-8018d2ef2442 · outbound

This paper cites Tacotron: Towards End-to-End Speech Synthesis.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs Tacotron: Towards End-to-End Speech Synthesis

Reference 18

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T22:58:38.453914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 082aba46-87dc-403e-af2b-08dcd60f9527 · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 19

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T22:58:39.109806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6a8457ae-d4f4-4e4d-897e-fbf0fb5574d1 · outbound

This paper cites → ,→ ,→ Sometimes, an automated system will ask you to decide if your thoughts have enough information for it write an additional passage to the user.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs → ,→ ,→ Sometimes, an automated system will ask you to decide if your thoughts have enough information for it write an additional passage to the user

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:03:40.008424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e44ef29c-f1ae-4a59-a729-f2c0735f1a4d · outbound

This paper cites enough information.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs enough information

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:03:40.014888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation dce147a8-0eac-4083-b96e-b733710e7f21 · outbound

This paper cites an unresolved cited work.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-05-16T23:03:40.001837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 401b44d4-f284-4291-be88-809cc9423faf · outbound

This paper cites mode-switching.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs mode-switching

Reference 25

Resolution: malformed identifier; raw_fallback, observed 2026-05-16T23:03:39.999118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1fd659c1-0341-46e3-af20-862603040b7e · outbound

This paper cites This can reduce overhead GPU compute during inference, but it does not fit neatly into our training-free setup.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs This can reduce overhead GPU compute during inference, but it does not fit neatly into our training-free setup

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:03:40.004783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e38efe7e-63d6-486f-8b84-865e828b4cee · outbound

This paper cites warmup time.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs warmup time

Reference 27

Resolution: malformed identifier; raw_fallback, observed 2026-05-16T23:03:39.987251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 68200ee5-d186-4b59-99e5-d7b8c736e597 · outbound

This paper cites an unresolved cited work.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-05-16T23:03:39.989985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 60beb3bd-5114-4c38-ae15-416262bebe49 · outbound

This paper cites The writer, attending to the thinker’s cache, interprets these technical details as the desired answer and formulates them into a response, bypassing the thinker’s intent.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs The writer, attending to the thinker’s cache, interprets these technical details as the desired answer and formulates them into a response, bypassing the thinker’s intent

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:03:39.993590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6f744420-41fa-46f9-878c-5faf89d96163 · outbound

This paper cites head start.

Asynchronous Reasoning: Training-Free Interactive Thinking LLMs head start

Reference 30

Resolution: malformed identifier; raw_fallback, observed 2026-05-16T23:03:39.996379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Pith citing papers

Observation 83d24f57-183d-4bac-8a82-6113a63e1f82 · inbound

Speculative Interaction Agents: Building Real-Time Agents with Asynchronous I/O and Speculative Tool Calling cites this paper.

Speculative Interaction Agents: Building Real-Time Agents with Asynchronous I/O and Speculative Tool Calling Asynchronous Reasoning: Training-Free Interactive Thinking LLMs

Reference 14

Resolution: metadata mismatch; local_arxiv, observed 2026-05-14T20:42:58.488743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a79c93ba-dcda-4fc1-ac14-0b8dce896dbb · inbound

Speculative Interaction Agents: Building Real-Time Agents with Asynchronous I/O and Speculative Tool Calling cites this paper.

Speculative Interaction Agents: Building Real-Time Agents with Asynchronous I/O and Speculative Tool Calling Asynchronous Reasoning: Training-Free Interactive Thinking LLMs

Reference 14

Resolution: metadata mismatch; local_arxiv, observed 2026-05-15T05:29:47.369659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c167f31e-853c-4343-b50b-bc27271698a7 · inbound

ProactiveLLM: Learning Active Interaction for Streaming Large Language Models cites this paper.

ProactiveLLM: Learning Active Interaction for Streaming Large Language Models Asynchronous Reasoning: Training-Free Interactive Thinking LLMs

Reference 110

Resolution: metadata mismatch; local_arxiv, observed 2026-06-28T19:12:34.816903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.