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Paper Citation Record · LEDGER

DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2407.01009.

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

pith.paper-citation-record.v1
2407.01009 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:55:02.799342Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T21:12:08.301411Z

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 fb52bdf5-c542-453c-ac59-a6220c2116a0 · inbound

ShadowCoT: Cognitive Hijacking for Stealthy Reasoning Backdoors in LLMs cites this paper.

ShadowCoT: Cognitive Hijacking for Stealthy Reasoning Backdoors in LLMs DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-22T21:12:08.304280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-22T21:11:46.405944Z digest=sha256:de6615b487ce38b42c69108f4e1320ddc41131e53d8fdbbe22acc6a6c691bbad

Observation 13495480-21c8-46ca-a1d1-74ef24d9b03a · inbound

Between Underthinking and Overthinking: An Empirical Study of Reasoning Length and correctness in LLMs cites this paper.

Between Underthinking and Overthinking: An Empirical Study of Reasoning Length and correctness in LLMs DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-16T04:55:02.799342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:55:02.799342Z digest=sha256:12fca5b7ce6bcaab1b9f811c9834590f575a6965a6152289b09d76ab53284c71

Observation 21ef8941-fef8-414a-9c4c-8d31b6483cda · inbound

AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning cites this paper.

AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T20:51:49.359022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:51:49.359022Z digest=sha256:fb24acc495ea6a2f2bf91afce3fc9f2ee036e47498b42cd8060ade8d37f979d1

Observation 757f813f-95bb-4880-9028-c6a936323c1c · inbound

Incentivizing Dual Process Thinking for Efficient Large Language Model Reasoning cites this paper.

Incentivizing Dual Process Thinking for Efficient Large Language Model Reasoning DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T15:06:58.872574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:06:58.872574Z digest=sha256:d0ff11794eefa0e4e82f3d812148e07c48d0599d5826367d82b70e651ec4eccc

Observation 153967c9-9210-4af0-8524-65c5187438be · inbound

Route to Reason: Adaptive Routing for LLM and Reasoning Strategy Selection cites this paper.

Route to Reason: Adaptive Routing for LLM and Reasoning Strategy Selection DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T14:16:58.070420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:16:58.070420Z digest=sha256:8a566bc66f399fa4302a930ae0cdf7c084c48626bbaf10d16f801283945a04f4

Observation 637d4103-e64e-4b2b-9e59-d0ac2bf833be · inbound

DynamicMind: A Tri-Mode Thinking System for Large Language Models cites this paper.

DynamicMind: A Tri-Mode Thinking System for Large Language Models DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T10:21:27.979371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T10:21:27.979371Z digest=sha256:4399a6ecdf992dc0e91977208351b3643dbb36d5c78bd4dceb00b1e85aed0b02

Observation 481cd563-2b68-46a6-a19e-43d4632d541d · inbound

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey cites this paper.

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models

Reference 145

Resolution
unresolved
no resolver link, observed 2026-08-06T17:54:17.553447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:54:17.553447Z digest=sha256:6913fa3aac550e448208303d828b558a0cd409af31ee0efd433e77be7fd353e5

Observation 5d23b65f-10e2-4439-a2c2-ff99da6e7ed3 · inbound

Cognitive Duality for Adaptive Web Agents cites this paper.

Cognitive Duality for Adaptive Web Agents DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-05T23:36:21.629137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:36:21.629137Z digest=sha256:d1983ef3e23523345ca0d952bb8a973a03b53ba063e26eb943c11e765c57a803

Observation 6d870133-a2c3-4a6c-b24f-5bd09b644eb7 · inbound

Fast, Slow, and Tool-augmented Thinking for LLMs: A Review cites this paper.

Fast, Slow, and Tool-augmented Thinking for LLMs: A Review DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T17:30:14.938391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:30:14.938391Z digest=sha256:d4351f0dd14416842436fa6cd1f3af79cd8607b8a77693dbc07c3c7e1e517e77