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Paper Citation Record · LEDGER

Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 32 inbound Pith citation observations for arXiv:2410.21333.

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

pith.paper-citation-record.v1
2410.21333 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 32 of 32 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T16:25:36.911581Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

4
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation d250bbb2-8c67-40dc-8ef9-f2a312091682 · inbound

Disentangling Memory and Reasoning Ability in Large Language Models cites this paper.

Disentangling Memory and Reasoning Ability in Large Language Models Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 26

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unresolved
no resolver link, observed 2026-08-12T16:25:36.911581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T16:25:36.911581Z digest=sha256:0b33d600366b9279da89b11a4347f8e960b5a21299b56aa08664d00d349e0c5a

Observation 17fe4531-f01c-4563-9a34-fa676a670259 · inbound

Large Language Models for Scholarly Ontology Generation: An Extensive Analysis in the Engineering Field cites this paper.

Large Language Models for Scholarly Ontology Generation: An Extensive Analysis in the Engineering Field Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 85

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no resolver link, observed 2026-08-11T18:05:58.885817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T18:05:58.885817Z digest=sha256:337b3d32a8515b531885bbed7f1486965c05d0cec9bc584ae6ca751fbbf19c49

Observation 640f2b7f-0a0c-41f2-aea9-3adf5566ca34 · inbound

Memory makes computation universal, remember? cites this paper.

Memory makes computation universal, remember? Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 42

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no resolver link, observed 2026-08-11T05:12:52.282129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:12:52.282129Z digest=sha256:e452b0e81a7dfd187024778e16f1aab7ab7db4f1b948a9018db65202d0cca072

Observation a47c52cd-4e30-46f5-88d6-5a1414e14d24 · inbound

Multimodal LLMs Can Reason about Aesthetics in Zero-Shot cites this paper.

Multimodal LLMs Can Reason about Aesthetics in Zero-Shot Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 60

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no resolver link, observed 2026-08-10T20:16:09.528775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:16:09.528775Z digest=sha256:2e32e2ac95409dbb481138ff9bd78b62300c25b637df538c568c70a3658062b5

Observation 32593cf1-1e89-4c07-af2d-540706092296 · 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 Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 114

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arxiv_id, observed 2026-05-14T01:29:57.415551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-14T01:29:56.480020Z digest=sha256:5f4af8775bda3889195ae61055c29ed93f75387acf6f199a2de26d59d8d472ee

Observation d8884055-f106-44e7-a599-64123dd7f2b3 · inbound

Are Large Language Models Reliable AI Scientists? Assessing Reverse-Engineering of Black-Box Systems cites this paper.

Are Large Language Models Reliable AI Scientists? Assessing Reverse-Engineering of Black-Box Systems Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 43

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unresolved
no resolver link, observed 2026-08-07T14:40:35.314587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:40:35.314587Z digest=sha256:2b30c90c6b55fcaefb610a421544e1bcec29d4505381ea6c9a435600a0048cbf

Observation b66d6b6f-068c-43f8-b0fa-1d08bfc82a9e · inbound

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval cites this paper.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 9

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unresolved
no resolver link, observed 2026-08-07T12:57:23.967398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:57:23.967398Z digest=sha256:bc63a608e6d0c12ce58c38e60e7cb6a7c3242fa4b272a66441ee8800962f9f93

Observation 8447cec5-859c-4d40-84e3-723efe34fd4b · inbound

Knowing Before Saying: LLM Representations Encode Information About Chain-of-Thought Success Before Completion cites this paper.

Knowing Before Saying: LLM Representations Encode Information About Chain-of-Thought Success Before Completion Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 18

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no resolver link, observed 2026-08-07T12:35:20.364514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:35:20.364514Z digest=sha256:87d96ebe9a1f4074bedb0224f0fc8cc545675d2f40741f7b5099d4ab1391741a

Observation 0539741c-71f3-4baf-8a1a-1e7beceaf4d8 · inbound

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models cites this paper.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 23

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unresolved
no resolver link, observed 2026-08-07T06:09:18.801709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T06:09:18.801709Z digest=sha256:4e18493f573548ff0e85b0fb5f6edff4ffab10c6ba1330164b491c06354262ab

Observation 5de6ad31-e6c1-478f-9106-a9a10891292e · inbound

Data Shifts Hurt CoT: A Theoretical Study cites this paper.

Data Shifts Hurt CoT: A Theoretical Study Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 11

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unresolved
no resolver link, observed 2026-08-07T04:30:39.274909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:30:39.274909Z digest=sha256:095c9b80ec41e7844882f5d3218b24ef9d9ceb92197152fb6619641ec5c721e9

Observation 871e67df-6eb3-4b60-b31e-774f944b4dec · inbound

Unveiling Confirmation Bias in Chain-of-Thought Reasoning cites this paper.

Unveiling Confirmation Bias in Chain-of-Thought Reasoning Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 25

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unresolved
no resolver link, observed 2026-08-07T00:59:56.705039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:59:56.705039Z digest=sha256:141b12cbb595d60f73784422eac6c5222983e555c06777433ed7b46fd80d2568

Observation b1072eab-474a-4f5f-b15b-a627c17fdc1a · inbound

The Other Mind: How Language Models Exhibit Human Temporal Cognition cites this paper.

The Other Mind: How Language Models Exhibit Human Temporal Cognition Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 41

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unresolved
no resolver link, observed 2026-08-06T15:30:35.880034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T15:30:35.880034Z digest=sha256:ef65edd0b0fc7ab60b1e8ae83f18d6366bfa80a6b3e4ad9473e808e619ca8a9f

Observation 98eea2dc-d6ec-496a-a79f-ccd80b5dd6cc · inbound

Before Humans Join the Team: Diagnosing Coordination Failures in Healthcare Robot Team Simulation cites this paper.

Before Humans Join the Team: Diagnosing Coordination Failures in Healthcare Robot Team Simulation Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 11

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metadata mismatch
arxiv_id, observed 2026-05-19T00:01:56.459681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-18T23:57:13.740711Z digest=sha256:7f36bf4efaeaf1a8d1bb78d58132fa96ca61b0e5c269c6a9507054693f5bebf4

Observation 0880fb46-a954-4f60-8ee0-b3edf2265005 · inbound

Analysing Chain of Thought Dynamics: Active Guidance or Unfaithful Post-hoc Rationalisation? cites this paper.

Analysing Chain of Thought Dynamics: Active Guidance or Unfaithful Post-hoc Rationalisation? Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 14

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unresolved
no resolver link, observed 2026-08-05T15:30:30.201806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:30:30.201806Z digest=sha256:0d00abcdd285292eb875fd8702a16ccec97313d25caf8bab9cec263229b0a835

Observation 3c168890-6b0a-49d1-b959-29764319d0ca · inbound

The Prompt Engineering Report Distilled: Quick Start Guide for Life Sciences cites this paper.

The Prompt Engineering Report Distilled: Quick Start Guide for Life Sciences Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 84

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verified exact
arxiv_id, observed 2026-05-18T16:41:37.992419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-18T16:39:03.794436Z digest=sha256:8b488b9cd39c5e910978b5223f3472248fba40f1c971c15d3d37f6417a4446e9

Observation 0790eb7d-be21-4de4-8e4d-ec72e3366a15 · inbound

The Prompt Engineering Report Distilled: Quick Start Guide for Life Sciences cites this paper.

The Prompt Engineering Report Distilled: Quick Start Guide for Life Sciences Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 85

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metadata mismatch
arxiv_id, observed 2026-05-18T16:41:37.497592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 62900d50-7469-4982-a3bd-558b2c71a6ff · inbound

Artificial Phantasia: Emergent Mental Imagery in Large Language Models cites this paper.

Artificial Phantasia: Emergent Mental Imagery in Large Language Models Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 44

Resolution
metadata mismatch
arxiv_id, observed 2026-05-21T21:44:22.831192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-05-21T21:41:39.111769Z digest=sha256:5f27b999c2f9c9af7c58e8cce51f0c208db580dbe492dcdcefee9c51cd9aa166

Observation 8a46dd3c-f887-4b83-9cdf-c6f9509c4a9c · inbound

Can Textual Reasoning Improve the Performance of MLLMs on Fine-grained Visual Classification? cites this paper.

Can Textual Reasoning Improve the Performance of MLLMs on Fine-grained Visual Classification? Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 20

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verified exact
arxiv_id, observed 2026-05-16T14:53:00.653876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-16T14:51:26.368439Z digest=sha256:3f8a8cce0498dcaa00ed2fdf499897adf64df173758acf1b929497ea835ce4ac

Observation d149aad9-84d2-43ef-acbc-05810b350d41 · inbound

SinkTrack: Attention Sink based Context Anchoring for Large Language Models cites this paper.

SinkTrack: Attention Sink based Context Anchoring for Large Language Models Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 9

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metadata mismatch
arxiv_id, observed 2026-05-11T09:51:01.075927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-10T15:46:44.996260Z digest=sha256:0235c995f4a867ee72ab51ef080a5e6293b5e12623e0b6cca4202329698285af

Observation 0de1dc43-2832-4448-ae20-42dfdc9fc68b · inbound

SinkTrack: Attention Sink based Context Anchoring for Large Language Models cites this paper.

SinkTrack: Attention Sink based Context Anchoring for Large Language Models Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 9

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metadata mismatch
arxiv_id, observed 2026-05-21T01:39:22.676699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-21T01:37:33.760985Z digest=sha256:d43d8ddd9b18073c8ee1c63600c6c178526348be4980e8c99e65aa079708dbae

Observation 3bfdf96b-9814-4a16-8590-8579a31e044e · inbound

Prism-Reranker: Beyond Relevance Scoring -- Jointly Producing Contributions and Evidence for Agentic Retrieval cites this paper.

Prism-Reranker: Beyond Relevance Scoring -- Jointly Producing Contributions and Evidence for Agentic Retrieval Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 15

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arxiv_id, observed 2026-05-11T21:31:15.662663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-08T05:16:19.037595Z digest=sha256:436b7fc4ea030ec4ac8f4746f899a8056fd8a430cf21aeb7dde2a174e4b31677

Observation e44ff76b-12a4-490f-ac1a-44a2392f5741 · 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 Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 190

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verified exact
arxiv_id, observed 2026-05-11T20:06:09.151521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-05-08T10:19:08.451445Z digest=sha256:9bd774723f47a91f45fc5ffc531dc439c6512bdb1f0a10d2b03bbad050019903

Observation 616c15e9-9b2b-4ded-b561-e9662df67cc4 · inbound

The Gordian Knot for VLMs: Diagrammatic Knot Reasoning as a Hard Benchmark cites this paper.

The Gordian Knot for VLMs: Diagrammatic Knot Reasoning as a Hard Benchmark Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 10

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T06:01:26.143631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-12T04:38:31.924896Z digest=sha256:a518106d560dd769e4f0dbdc52a574057a1c8ccaa12a127ea257db8133b55e4c

Observation f91888a5-3589-4a0f-b4a3-6fa5b7d6b129 · inbound

To Whom Do Language Models Align? Measuring Principal Hierarchies Under High-Stakes Competing Demands cites this paper.

To Whom Do Language Models Align? Measuring Principal Hierarchies Under High-Stakes Competing Demands Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 26

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verified exact
arxiv_id, observed 2026-05-13T06:07:22.268583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-05-13T06:06:42.656096Z digest=sha256:0f5540941f1b97e6d5ba51873324ec415d54fe2d6137c84a3d7b1f178ef0589d

Observation 136caf19-c65b-4c7c-9608-3cb4b412049d · inbound

CRANE: Constrained Reasoning Injection for Code Agents via Nullspace Editing cites this paper.

CRANE: Constrained Reasoning Injection for Code Agents via Nullspace Editing Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 6

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T04:49:44.585762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-15T04:45:39.641535Z digest=sha256:d1d47625b521a9361e1b48b9eb35c06eda548f7bb51cffad055dfb037853ed13

Observation da34e246-c6a2-431c-9ea7-a32ef11adcee · inbound

CRANE: Constrained Reasoning Injection for Code Agents via Nullspace Editing cites this paper.

CRANE: Constrained Reasoning Injection for Code Agents via Nullspace Editing Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 6

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T21:15:04.193446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-30T21:12:37.353935Z digest=sha256:a78470d2b9413ec0d084514786119a78dc332dd2829b1e977210ade0dc421442

Observation e57530f8-53fb-4367-a9aa-998ce65f7a42 · inbound

TCARD: Nearly Balanced Two-Level Designs with Treatment Cardinality Constraints with an Application to LLM Prompt Engineering cites this paper.

TCARD: Nearly Balanced Two-Level Designs with Treatment Cardinality Constraints with an Application to LLM Prompt Engineering Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 59

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verified exact
arxiv_id, observed 2026-05-21T03:19:28.987733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-05-21T03:15:18.040635Z digest=sha256:f2eb1eb2c2e473de7e2e4068560c3eacc10264367a4ea91440ab62b35a5ddc88

Observation 42081810-4b80-4862-9263-db86feae0452 · inbound

When Do LLMs Reason? A Dynamical Systems View via Entropy Phase Transitions cites this paper.

When Do LLMs Reason? A Dynamical Systems View via Entropy Phase Transitions Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 24

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verified exact
arxiv_id, observed 2026-05-25T06:15:23.546469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-05-25T06:14:49.430548Z digest=sha256:a2c62f24d7f329a8464c32f615bc9bd5046ac788900c912e532a7d44e1eb4130

Observation 9cb02478-11db-4c69-ac8e-5f90f37b08a8 · inbound

Risk-aware Selective Prompting for Hallucination Mitigation in Large Vision-Language Models cites this paper.

Risk-aware Selective Prompting for Hallucination Mitigation in Large Vision-Language Models Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 4

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metadata mismatch
arxiv_id, observed 2026-06-29T13:13:27.176298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-29T13:12:31.665882Z digest=sha256:4d97a2f5f27da7ba736177f3c646644934a9feff34c7a900e036aee61e9156b1

Observation fb3f2b2f-0776-4ba5-a96b-6a186cf9980d · inbound

Forecasting Future Behavior as a Learning Task cites this paper.

Forecasting Future Behavior as a Learning Task Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 37

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verified exact
arxiv_id, observed 2026-07-03T06:07:41.373518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-06-27T12:55:39.494339Z digest=sha256:ce4812846b25a0a295b7ee37fed5bb129f56e22e9aadd48aa99870a663b5b71e

Observation 00cefad6-f34a-41de-a391-21d9ac9d056a · inbound

Enabling Cloud-Level Accuracy in Edge AI through IoT Data Preprocessing cites this paper.

Enabling Cloud-Level Accuracy in Edge AI through IoT Data Preprocessing Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 52

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T09:49:44.088403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-26T09:34:00.058213Z digest=sha256:a9ed2e3de5a459e478dd7fb9cc31371700ef7a4759e68c94936f8f644b37268b

Observation 6e5b49a3-774c-4feb-a8fe-78d6bfe35ca0 · inbound

Auto-Fill: Learning to Predict Missing Values Accurately with Specialist Language Models cites this paper.

Auto-Fill: Learning to Predict Missing Values Accurately with Specialist Language Models Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 28

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unresolved
no resolver link, observed 2026-08-01T11:40:00.889651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:40:00.889651Z digest=sha256:471fd1a009cc7d5039297c85cec8935df6661c78bea6fa8340ecaa6009c21216