Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Understanding Aha Moments: from External Observations to Internal Mechanisms
As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 17 inbound Pith citation observations for arXiv:2504.02956.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T20:52:27.751482Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T22:39:01.075185Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 0fe25b63-f1e6-4711-87ed-e8b79417ebdc · inbound
RetroInfer: A Vector Storage Engine for Scalable Long-Context LLM Inference cites this paper.
RetroInfer: A Vector Storage Engine for Scalable Long-Context LLM Inference Understanding Aha Moments: from External Observations to Internal Mechanisms
Reference 113
- Resolution
- malformed identifier
- arxiv_id, observed 2026-05-09T06:35:25.143762Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ed3566b4-85de-4e3d-af50-03f48fbbac4f · inbound
Not All Thoughts are Generated Equal: Efficient LLM Reasoning via Multi-Turn Reinforcement Learning cites this paper.
Not All Thoughts are Generated Equal: Efficient LLM Reasoning via Multi-Turn Reinforcement Learning Understanding Aha Moments: from External Observations to Internal Mechanisms
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:52:27.751482Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56315a42-a837-405f-a229-0eb231589c0e · inbound
Beyond Semantics: The Unreasonable Effectiveness of Reasonless Intermediate Tokens cites this paper.
Beyond Semantics: The Unreasonable Effectiveness of Reasonless Intermediate Tokens Understanding Aha Moments: from External Observations to Internal Mechanisms
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:15:17.992392Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b7bda71-cd96-443f-a75b-7622a4b5d43a · inbound
CoIn: Counting the Invisible Reasoning Tokens in Commercial Opaque LLM APIs cites this paper.
CoIn: Counting the Invisible Reasoning Tokens in Commercial Opaque LLM APIs Understanding Aha Moments: from External Observations to Internal Mechanisms
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:15:53.775654Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9ec0550-b0f2-4b91-80a2-7ae41c75cbd8 · inbound
Why Distillation can Outperform Zero-RL: The Role of Flexible Reasoning cites this paper.
Why Distillation can Outperform Zero-RL: The Role of Flexible Reasoning Understanding Aha Moments: from External Observations to Internal Mechanisms
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:46:41.603694Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60543e94-18b2-4f3c-9ec8-7ebaff2227f8 · inbound
Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs cites this paper.
Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs Understanding Aha Moments: from External Observations to Internal Mechanisms
Reference 48
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-19T11:07:15.431283Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5da900e0-10ee-4f0f-8664-e0cfea4aed5f · inbound
Wait, We Don't Need to "Wait"! Removing Thinking Tokens Improves Reasoning Efficiency cites this paper.
Wait, We Don't Need to "Wait"! Removing Thinking Tokens Improves Reasoning Efficiency Understanding Aha Moments: from External Observations to Internal Mechanisms
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:19:19.600819Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f23e2bb7-fff9-4103-b6b9-c759922b3018 · inbound
The Compositional Architecture of Regret in Large Language Models cites this paper.
The Compositional Architecture of Regret in Large Language Models Understanding Aha Moments: from External Observations to Internal Mechanisms
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:59:47.287945Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05ed302e-0bbe-4534-99f0-626a5f61bc42 · inbound
Do Thinking Tokens Help or Trap? Towards More Efficient Large Reasoning Model cites this paper.
Do Thinking Tokens Help or Trap? Towards More Efficient Large Reasoning Model Understanding Aha Moments: from External Observations to Internal Mechanisms
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T21:45:11.280439Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f59c858-a769-4811-8d52-e4334d307704 · inbound
Performative Thinking? The Brittle Correlation Between CoT Length and Problem Complexity cites this paper.
Performative Thinking? The Brittle Correlation Between CoT Length and Problem Complexity Understanding Aha Moments: from External Observations to Internal Mechanisms
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T22:25:54.950071Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3b225d1-75b2-4d62-921a-e81873359e51 · inbound
Decoding the Critique Mechanism in Large Reasoning Models cites this paper.
Decoding the Critique Mechanism in Large Reasoning Models Understanding Aha Moments: from External Observations to Internal Mechanisms
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-25T06:50:28.463543Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 168ed722-18bf-43b0-9971-6cce5f736e7e · inbound
Demystifying Video Reasoning cites this paper.
Demystifying Video Reasoning Understanding Aha Moments: from External Observations to Internal Mechanisms
Reference 69
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T23:27:11.006580Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7cbc9ef9-354b-4349-8e04-04e7a71963fc · inbound
Demystifying Video Reasoning cites this paper.
Demystifying Video Reasoning Understanding Aha Moments: from External Observations to Internal Mechanisms
Reference 69
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T02:34:00.332846Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16f3ac2c-0c26-49a8-a10a-4c8690d96f5a · inbound
Self-ReSET: Learning to Self-Recover from Unsafe Reasoning Trajectories cites this paper.
Self-ReSET: Learning to Self-Recover from Unsafe Reasoning Trajectories Understanding Aha Moments: from External Observations to Internal Mechanisms
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T02:11:16.166144Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6d585b38-e8de-4118-ab66-9cd60748e3d1 · inbound
Agent Explorative Policy Optimization for Multimodal Agentic Reasoning cites this paper.
Agent Explorative Policy Optimization for Multimodal Agentic Reasoning Understanding Aha Moments: from External Observations to Internal Mechanisms
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T12:23:24.153628Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5fd82125-fda4-4795-9a03-d3109684b50b · inbound
Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories cites this paper.
Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Understanding Aha Moments: from External Observations to Internal Mechanisms
Reference 9
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T16:35:50.342601Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation eacbcff5-a4cb-4de9-8391-7827bb835313 · inbound
Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories cites this paper.
Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Understanding Aha Moments: from External Observations to Internal Mechanisms
Reference 9
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T22:39:01.078467Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.