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Paper Citation Record · LEDGER

Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2501.17974.

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

pith.paper-citation-record.v1
2501.17974 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T17:04:38.774765Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-14T01:29:57.314732Z

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 b4514807-5f39-437f-bcd8-cbdd6b97caa4 · inbound

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

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization

Reference 224

Resolution
verified exact
arxiv_id, observed 2026-05-14T01:29:57.318271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-14T01:29:56.480020Z digest=sha256:651f88f629b04b95f9644bdea145b5c84216ef1b72972b4c1e97376fbd611814

Observation d42c7c33-f588-49d8-be71-c11806c4d052 · inbound

BudgetThinker: Empowering Budget-aware LLM Reasoning with Control Tokens cites this paper.

BudgetThinker: Empowering Budget-aware LLM Reasoning with Control Tokens Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-05T17:04:38.774765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T17:04:38.774765Z digest=sha256:9939f17225306ed2a1b2930c3b777ba41530a74584b24b5050b60c159f571352

Observation 17fe9483-7997-41f8-a404-337ae26aca87 · inbound

One Step Forward and K Steps Back: Better Reasoning with Denoising Recursion Models cites this paper.

One Step Forward and K Steps Back: Better Reasoning with Denoising Recursion Models Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization

Reference 40

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T11:05:09.167522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-10T04:56:35.796962Z digest=sha256:2049659ebea779bc88b4f727aaf60cb354236b306b4009eef2507be896e37b69

Observation f5e9aba2-392a-4fbe-817f-f1b795e65371 · inbound

Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs cites this paper.

Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization

Reference 263

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T07:45:59.638100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-10T16:58:10.013475Z digest=sha256:484a9414dc203facf1a97911096d90a56942f8c865c6dab0b38ade84cb5604cb

Observation a446b5be-547e-40d5-b89f-2d5a9b68b7fa · inbound

Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning cites this paper.

Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization

Reference 248

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T08:01:00.348988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-10T16:51:19.555272Z digest=sha256:9e6c3befbe648edfa798cf62433ccd8defbc01889ca21b5dfd9b93aac0697b2a

Observation 95bb6862-3e84-466c-9048-dfd8a069f5ee · inbound

Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost cites this paper.

Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization

Reference 69

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T20:06:09.829352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-08T10:19:08.451445Z digest=sha256:b1b9185511c19a958d3a5971ec8aef85db348d7076c6752ee5d942b7b8033821