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Paper Citation Record · LEDGER

Strategic Decision Support for AI Agents

As of 7 August 2026, this Paper Citation Record lists 97 of 97 outbound references and 0 inbound Pith citation observations for arXiv:2606.12587.

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

pith.paper-citation-record.v1
2606.12587 v1

Coverage vector

measured 97 of 97 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T09:57:46.960346Z

measured 97 of 97 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

97 of 97 outbound references displayed

  • verified exact69
  • verified fuzzy0
  • unresolved16
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch12

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f64c6d81-4017-466d-b4a5-a35090a34642 · outbound

This paper cites Semantically diverse language generation for uncertainty estimation in language models.

Strategic Decision Support for AI Agents Semantically diverse language generation for uncertainty estimation in language models

Reference 1

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arxiv_id, observed 2026-07-03T10:37:56.438667Z

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Observation 49a77a1f-cceb-4327-b922-aacfdcb35dba · outbound

This paper cites STaR-GATE: Teaching Language Models to Ask Clarifying Questions.

Strategic Decision Support for AI Agents STaR-GATE: Teaching Language Models to Ask Clarifying Questions

Reference 2

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arxiv_id, observed 2026-07-03T10:37:56.388350Z

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Observation f5eaef90-7b57-452e-bc1f-65acef93edfc · outbound

This paper cites Conformal PID Control for Time Series Prediction.

Strategic Decision Support for AI Agents Conformal PID Control for Time Series Prediction

Reference 3

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arxiv_id, observed 2026-07-03T10:37:56.409792Z

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Observation 85590d0f-1a45-47b1-8e4d-a6179b18755d · outbound

This paper cites Towards Human-AI Complementarity in Matching Tasks.

Strategic Decision Support for AI Agents Towards Human-AI Complementarity in Matching Tasks

Reference 4

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arxiv_id, observed 2026-07-03T10:37:56.462125Z

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Observation b48c0acd-75c7-49bd-9a6e-4dd1aa568b8b · outbound

This paper cites Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection.

Strategic Decision Support for AI Agents Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Reference 5

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local_arxiv, observed 2026-07-03T10:37:56.464411Z

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Observation dcf1529c-2d28-4dd1-a15c-d32508b0d0b6 · outbound

This paper cites On the utility of prediction sets in human-ai teams,.

Strategic Decision Support for AI Agents On the utility of prediction sets in human-ai teams,

Reference 6

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Observation 14c060af-3fc6-40be-a2f0-154f7b472a11 · outbound

This paper cites On the Utility of Prediction Sets in Human-AI Teams.

Strategic Decision Support for AI Agents On the Utility of Prediction Sets in Human-AI Teams

Reference 7

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arxiv_id, observed 2026-07-03T10:37:56.444143Z

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Observation 1c118af7-f7d5-4dcd-b861-0d76e9beed59 · outbound

This paper cites Is the Most Accurate AI the Best Teammate? Optimizing AI for Teamwork.

Strategic Decision Support for AI Agents Is the Most Accurate AI the Best Teammate? Optimizing AI for Teamwork

Reference 8

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arxiv_id, observed 2026-07-03T10:37:56.497807Z

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Observation 1106e38f-f17e-4005-8de1-1e8ab5af62a9 · outbound

This paper cites Human-Alignment Influences the Utility of AI-assisted Decision Making.

Strategic Decision Support for AI Agents Human-Alignment Influences the Utility of AI-assisted Decision Making

Reference 9

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arxiv_id, observed 2026-07-03T10:37:56.490892Z

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Observation 27c08efd-3d5e-4bbf-b568-24ad8c6e7dd3 · outbound

This paper cites A bandit model for human-machine decision making with private information and opacity.

Strategic Decision Support for AI Agents A bandit model for human-machine decision making with private information and opacity

Reference 10

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Observation a11e36a6-3e51-447c-a947-02e056fdb8cf · outbound

This paper cites The Assistive Multi-Armed Bandit.

Strategic Decision Support for AI Agents The Assistive Multi-Armed Bandit

Reference 11

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Observation 0917a0ee-eb68-4ca9-9412-150b71a9b6b7 · outbound

This paper cites Sample Efficient Learning of Predictors that Complement Humans.

Strategic Decision Support for AI Agents Sample Efficient Learning of Predictors that Complement Humans

Reference 12

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arxiv_id, observed 2026-07-03T10:37:56.469589Z

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Observation 020e5c8b-eb54-481b-a455-b6d45d2fb08d · outbound

This paper cites FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance.

Strategic Decision Support for AI Agents FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance

Reference 13

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local_arxiv, observed 2026-07-03T10:37:56.380707Z

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Observation e52c9e25-bea7-4222-8ef9-3dc02f26aa66 · outbound

This paper cites Large language model validity via enhanced conformal prediction methods.

Strategic Decision Support for AI Agents Large language model validity via enhanced conformal prediction methods

Reference 14

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arxiv_id, observed 2026-07-03T10:37:56.448567Z

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Observation b28b642c-1c12-4abe-b0b7-c1476588b22c · outbound

This paper cites Stevenson.

Strategic Decision Support for AI Agents Stevenson

Reference 15

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doi, observed 2026-06-27T10:00:48.883990Z

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Observation 802ae870-7971-47fe-b2b7-ce08ad9ed6e4 · outbound

This paper cites Regression Under Human Assistance.

Strategic Decision Support for AI Agents Regression Under Human Assistance

Reference 16

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Observation 68eec0bd-5d05-43d9-b15a-e00e04232848 · outbound

This paper cites Classification Under Human Assistance.

Strategic Decision Support for AI Agents Classification Under Human Assistance

Reference 17

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arxiv_id, observed 2026-07-03T10:37:56.478625Z

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Observation dffceb86-10e6-4f1b-b7b9-60b8c389c4a9 · outbound

This paper cites Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration.

Strategic Decision Support for AI Agents Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration

Reference 18

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arxiv_id, observed 2026-07-03T10:37:56.488585Z

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Observation 730a6af2-b24e-41c7-a8dd-f1f839e20847 · outbound

This paper cites When Are Two Lists Better than One?: Benefits and Harms in Joint Decision-making.

Strategic Decision Support for AI Agents When Are Two Lists Better than One?: Benefits and Harms in Joint Decision-making

Reference 19

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arxiv_id, observed 2026-07-03T10:37:56.485970Z

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Observation 58cd5628-aa2d-431b-ae52-1d17d1d6ccdf · outbound

This paper cites arXiv preprint arXiv:2601.06407 , year=.

Strategic Decision Support for AI Agents arXiv preprint arXiv:2601.06407 , year=

Reference 20

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arxiv_id, observed 2026-07-03T10:37:56.472182Z

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Observation 47634adb-789f-4248-bf71-4a9fb18c4e70 · outbound

This paper cites Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models.

Strategic Decision Support for AI Agents Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 21

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arxiv_id, observed 2026-07-03T10:37:56.481940Z

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Observation 6d4c77c9-abd5-42ca-bd74-70b10fd41661 · outbound

This paper cites Onthefoundationsofnoise-freeselectiveclassification.Journal of Machine Learning Research, 11(53):1605–1641, 2010.

Strategic Decision Support for AI Agents Onthefoundationsofnoise-freeselectiveclassification.Journal of Machine Learning Research, 11(53):1605–1641, 2010

Reference 22

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Observation 95c15561-eec0-42b3-a452-07f6e49fa58e · outbound

This paper cites Detecting hallucinations in large language models using semantic entropy.Nature, 630(8017):625–630, 2024.

Strategic Decision Support for AI Agents Detecting hallucinations in large language models using semantic entropy.Nature, 630(8017):625–630, 2024

Reference 24

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Observation 1aac6af5-027b-4437-9bbd-c05322dcf9bb · outbound

This paper cites Human-Centered Human-AI Collaboration (HCHAC).

Strategic Decision Support for AI Agents Human-Centered Human-AI Collaboration (HCHAC)

Reference 25

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arxiv_id, observed 2026-07-03T10:37:56.476899Z

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Observation d0ef715d-91dc-4d93-99c6-7afff0a3205a · outbound

This paper cites Selective Classification for Deep Neural Networks.

Strategic Decision Support for AI Agents Selective Classification for Deep Neural Networks

Reference 26

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local_arxiv, observed 2026-07-03T10:37:56.500321Z

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Observation 94e2ea8a-baa5-43a8-87db-c24cd3ee790a · outbound

This paper cites SelectiveNet: A Deep Neural Network with an Integrated Reject Option.

Strategic Decision Support for AI Agents SelectiveNet: A Deep Neural Network with an Integrated Reject Option

Reference 27

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local_arxiv, observed 2026-07-03T10:37:56.433302Z

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Observation 3998fd00-7ebb-4f42-907f-898ba179b912 · outbound

This paper cites Adaptive Conformal Inference Under Distribution Shift.

Strategic Decision Support for AI Agents Adaptive Conformal Inference Under Distribution Shift

Reference 28

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arxiv_id, observed 2026-07-03T10:37:56.490381Z

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Observation 0649d62f-6338-44ce-b256-c49f5d08f5c0 · outbound

This paper cites Towards Uncertainty-Aware Language Agent.

Strategic Decision Support for AI Agents Towards Uncertainty-Aware Language Agent

Reference 29

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arxiv_id, observed 2026-07-03T10:37:56.493289Z

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Observation e9e986ed-fd4f-4da0-ade4-d08bbe63469a · outbound

This paper cites Learning to Defer with Limited Expert Predictions.

Strategic Decision Support for AI Agents Learning to Defer with Limited Expert Predictions

Reference 30

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arxiv_id, observed 2026-07-03T10:37:56.467080Z

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Observation 9f89ca70-d474-4e1f-96fb-472cba5ec599 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

Strategic Decision Support for AI Agents Measuring Mathematical Problem Solving With the MATH Dataset

Reference 31

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local_arxiv, observed 2026-07-03T10:37:56.495387Z

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Observation fd6f5bd7-f68f-4702-be94-bcbe0053965b · outbound

This paper cites Conformal Prediction and Human Decision Making.

Strategic Decision Support for AI Agents Conformal Prediction and Human Decision Making

Reference 32

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arxiv_id, observed 2026-07-03T10:37:56.298552Z

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Observation 43a5b08e-75d5-4173-a8a8-5ad6ed9cd86e · outbound

This paper cites Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity.

Strategic Decision Support for AI Agents Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity

Reference 33

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arxiv_id, observed 2026-07-03T10:37:56.449012Z

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Observation 1166d59f-764a-4996-bcc3-662f8a2b0df5 · outbound

This paper cites Active Retrieval Augmented Generation.

Strategic Decision Support for AI Agents Active Retrieval Augmented Generation

Reference 34

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arxiv_id, observed 2026-07-03T10:37:56.451073Z

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Observation 022d3e85-8dfe-47ce-a27e-7434673c86a8 · outbound

This paper cites Large Language Models Must Be Taught to Know What They Don't Know.

Strategic Decision Support for AI Agents Large Language Models Must Be Taught to Know What They Don't Know

Reference 35

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arxiv_id, observed 2026-07-03T10:37:56.339047Z

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Observation d72f9000-6073-425b-b768-264db8d4339b · outbound

This paper cites Towards Unbiased and Accurate Deferral to Multiple Experts.

Strategic Decision Support for AI Agents Towards Unbiased and Accurate Deferral to Multiple Experts

Reference 36

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arxiv_id, observed 2026-07-03T10:37:56.412461Z

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Observation 23f17352-c8ec-467f-ac80-b9cc422ebd30 · outbound

This paper cites When to trust the cheap check: Weak and strong verification for reasoning.

Strategic Decision Support for AI Agents When to trust the cheap check: Weak and strong verification for reasoning

Reference 37

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arxiv_id, observed 2026-07-03T10:37:56.443731Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:747d4d204d8575d385ffc0f94abf589cc5d0ff3344a6ed21483183443274580d

Observation d30018a4-490f-43cc-b885-5e19f7c49d41 · outbound

This paper cites Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering.

Strategic Decision Support for AI Agents Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering

Reference 38

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arxiv_id, observed 2026-07-03T10:37:56.430702Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:59793ccfeed85dd84be70996e18ef20d9707988ac7a20a25c0e54987818eebfa

Observation cba0048d-e912-455b-9416-52be4d881990 · outbound

This paper cites doi:10.1073/pnas.2018340118 Kofinas, Alexander K., Crystal H.-H.

Strategic Decision Support for AI Agents doi:10.1073/pnas.2018340118 Kofinas, Alexander K., Crystal H.-H

Reference 39

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doi, observed 2026-06-27T10:00:48.879307Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:d6d722c59399cc0d2e4022c365c919dcbb7fb16f1dfab15c54484ba936b6b9d3

Observation bc3b55fa-885d-4e4d-9272-fc1b41b15974 · outbound

This paper cites CLAM: Selective Clarification for Ambiguous Questions with Generative Language Models.

Strategic Decision Support for AI Agents CLAM: Selective Clarification for Ambiguous Questions with Generative Language Models

Reference 40

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arxiv_id, observed 2026-07-03T10:37:56.498157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:c1ae040c1dfaf92c9455058630ae22e4f64c3c5693607cf5e3af93f6cbad5f0b

Observation d6efb3f0-35bb-42e1-84c8-98445832f7f0 · outbound

This paper cites Semantic uncertainty: Linguistic invariances for uncertainty estimation in natural language generation, 2023.

Strategic Decision Support for AI Agents Semantic uncertainty: Linguistic invariances for uncertainty estimation in natural language generation, 2023

Reference 41

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source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:8f395c40b25be6c6c4644747f984c520b392d8df51883b546fd6816387b412ba

Observation 8fc808fc-5950-487e-8d10-39b7274f9ada · outbound

This paper cites Conformal Prediction with Large Language Models for Multi-Choice Question Answering.

Strategic Decision Support for AI Agents Conformal Prediction with Large Language Models for Multi-Choice Question Answering

Reference 42

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arxiv_id, observed 2026-07-03T10:37:56.422635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:aad30ecbd6d627cbbaf2422273690eefac7a75ac5750d9657e9ed0a16ef5431e

Observation 5fbae9af-38c6-43f1-906b-9ad22957794a · outbound

This paper cites Eliciting Human Preferences with Language Models.

Strategic Decision Support for AI Agents Eliciting Human Preferences with Language Models

Reference 43

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arxiv_id, observed 2026-07-03T10:37:56.446165Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:c34b006eabb47e898f73bb14dafff538f1be528569aa54d0b5d1c1b44f3bf573

Observation 7cf3465c-06e6-425c-a1b3-dbb375c2c99d · outbound

This paper cites Conftuner: Training large language models to express their confidence verbally.

Strategic Decision Support for AI Agents Conftuner: Training large language models to express their confidence verbally

Reference 44

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arxiv_id, observed 2026-07-03T10:37:56.368573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:95c2a7994da204fbc06a48a288c4100adc9c968e8c282e0b29ac3440ef2db607

Observation 77ff513d-b2c3-41d1-b6eb-7ffe8d444099 · outbound

This paper cites Uncertainty Estimation and Quantification for LLMs: A Simple Supervised Approach.

Strategic Decision Support for AI Agents Uncertainty Estimation and Quantification for LLMs: A Simple Supervised Approach

Reference 45

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arxiv_id, observed 2026-07-03T10:37:56.502668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:c1d62867c260d7306dedbf7dc78ff74026a7fd67873cc4903c539a609cef7df2

Observation 0d0fc414-6b8a-44bc-a30d-821612a9e588 · outbound

This paper cites Multi-group uncertainty quantification for long-form text generation,.

Strategic Decision Support for AI Agents Multi-group uncertainty quantification for long-form text generation,

Reference 46

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no resolver link, observed 2026-06-27T09:57:46.960346Z

Source-reported events for the cited work

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source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:6bf8b8999426e75a87bb4018d4f6846c7441bd47a940ce43654447c3844e6def

Observation e7d46812-b0df-4ea1-aa45-e98a3aa70052 · outbound

This paper cites Multi-group Uncertainty Quantification for Long-form Text Generation.

Strategic Decision Support for AI Agents Multi-group Uncertainty Quantification for Long-form Text Generation

Reference 47

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verified exact
arxiv_id, observed 2026-07-03T10:37:56.492944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:44410059bf5642d1d58891423e21e033bf975f5d1c02d647e21d20ea03193bc6

Observation e9a0460c-8b6b-4bcf-b3f1-e142e04f0db9 · outbound

This paper cites Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer.

Strategic Decision Support for AI Agents Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer

Reference 48

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local_arxiv, observed 2026-07-03T10:37:56.480799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:26fa9d3885792831dad6839145aecf1030f079e907a523a26e6d2f188eaa2458

Observation 49d1736a-4a0f-4e4a-afb5-23700c4be5e3 · outbound

This paper cites SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models.

Strategic Decision Support for AI Agents SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models

Reference 49

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local_arxiv, observed 2026-07-03T10:37:56.334825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:29ea33d80e72e226f9b9548c14136f8bbcc10613b7e2f61427d34befbde60439

Observation a6312786-1583-4830-b6d3-4c9712900f95 · outbound

This paper cites Two-stage learning to defer with multiple experts.

Strategic Decision Support for AI Agents Two-stage learning to defer with multiple experts

Reference 50

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source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:530846175c60b0dc5301373451ff64f16f56ec185f469fd1f24f13a3d6250237

Observation feb136c3-ca09-4886-8add-f61f93f50947 · outbound

This paper cites Language models with conformal factuality guarantees,.

Strategic Decision Support for AI Agents Language models with conformal factuality guarantees,

Reference 51

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no resolver link, observed 2026-06-27T09:57:46.960346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:7faaabce53ad27128aa0cd833786f565e0d31192855c66463e5de7da730f9048

Observation 92383e86-bce5-470c-80e2-f70c68bd8a7a · outbound

This paper cites Language Models with Conformal Factuality Guarantees.

Strategic Decision Support for AI Agents Language Models with Conformal Factuality Guarantees

Reference 52

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arxiv_id, observed 2026-07-03T10:37:56.395377Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:8cb1ad6629637d3daf785fd08036675939c4d448b567d64fa04a7095de7c9313

Observation b33e9024-e80d-454a-805f-fb986bd23e81 · outbound

This paper cites Optimal Query Allocation in Extractive QA with LLMs: A Learning-to-Defer Framework with Theoretical Guarantees.

Strategic Decision Support for AI Agents Optimal Query Allocation in Extractive QA with LLMs: A Learning-to-Defer Framework with Theoretical Guarantees

Reference 53

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metadata mismatch
local_arxiv, observed 2026-07-03T10:37:56.390640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:bc0f87fb65e144bcd3c229f5931a803887888966a9d3805432c5b34510896096

Observation 5f8da64d-ce19-4931-af0b-59922840cc5d · outbound

This paper cites Consistent Estimators for Learning to Defer to an Expert.

Strategic Decision Support for AI Agents Consistent Estimators for Learning to Defer to an Expert

Reference 54

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arxiv_id, observed 2026-07-03T10:37:56.454082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:91d2be7ca2b64de2d83847893745cff4e5938c13a087141e148bfc8742d8ce00

Observation 4cc9d8aa-3efa-4b1f-84ce-351e12fce79c · outbound

This paper cites Human-ai collaborative uncertainty quantification.arXiv preprint arXiv:2510.23476, 2025.

Strategic Decision Support for AI Agents Human-ai collaborative uncertainty quantification.arXiv preprint arXiv:2510.23476, 2025

Reference 55

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arxiv_id, observed 2026-07-03T10:37:56.395970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:b0d51f408917f993d99b2aff7bbe51359e2d8d0b4202625630ef11832399e387

Observation a99d4aa6-a3d3-4dd8-89ef-666a8fda89df · outbound

This paper cites Multi-round human-ai collaboration with user-specified requirements.arXiv preprint arXiv:2602.17646, 2026.

Strategic Decision Support for AI Agents Multi-round human-ai collaboration with user-specified requirements.arXiv preprint arXiv:2602.17646, 2026

Reference 56

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arxiv_id, observed 2026-07-03T10:37:56.373100Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:380ea2a882ab0459031b3ea6fa37770d086815e0a260b005f25b0c0a43dc2166

Observation d0a9a229-d621-48c7-b03b-e2c18239861e · outbound

This paper cites Differentiable Learning Under Triage.

Strategic Decision Support for AI Agents Differentiable Learning Under Triage

Reference 57

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arxiv_id, observed 2026-07-03T10:37:56.375618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:3b741b2f22fb28845d003cf50002093a16c78e307a8e13d1e4dbd313d4841490

Observation 91988515-ed8a-4cbe-a495-f81dd88fed2d · outbound

This paper cites RouteLLM: Learning to Route LLMs with Preference Data.

Strategic Decision Support for AI Agents RouteLLM: Learning to Route LLMs with Preference Data

Reference 58

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metadata mismatch
local_arxiv, observed 2026-07-03T10:37:56.385966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:cfe59e617133ede3ecf0e243bf6f93d64b3be020fba46259837c2302bc9c07b8

Observation 48f0b7ae-7e68-4a10-8ee1-9b9bf3a6482e · outbound

This paper cites GPT-4o System Card.

Strategic Decision Support for AI Agents GPT-4o System Card

Reference 59

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verified exact
local_arxiv, observed 2026-07-03T10:37:56.476139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:748d3e43b4c4a017e627ccf00950b99928549e52dbb21f8568c684a8a0b71ccb

Observation 7f49e615-6c79-4898-bb35-2fd48ee2b742 · outbound

This paper cites Conformal Arbitrage: Risk-Controlled Balancing of Competing Objectives in Language Models.

Strategic Decision Support for AI Agents Conformal Arbitrage: Risk-Controlled Balancing of Competing Objectives in Language Models

Reference 60

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arxiv_id, observed 2026-07-03T10:37:56.502931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:66de721e385a70cb98f1fa7db979586f45d0a42c3092737f2014799291e790d9

Observation 07c4f8be-007e-494d-8681-177fa7218b54 · outbound

This paper cites Calibrate-then-delegate: Safety monitoring with risk and budget guarantees via model cascades,.

Strategic Decision Support for AI Agents Calibrate-then-delegate: Safety monitoring with risk and budget guarantees via model cascades,

Reference 61

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no resolver link, observed 2026-06-27T09:57:46.960346Z

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source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:54a63994c3b3420356e53a488540bda20707615d2dacea3dd19feddca58cfbff

Observation 7c95992f-332b-4262-9558-b68a71fda41e · outbound

This paper cites Calibrate-Then-Delegate: Safety Monitoring with Risk and Budget Guarantees via Model Cascades.

Strategic Decision Support for AI Agents Calibrate-Then-Delegate: Safety Monitoring with Risk and Budget Guarantees via Model Cascades

Reference 62

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local_arxiv, observed 2026-07-03T10:37:56.397723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:ccdc721b397e024d2e26f765ef02b2414fd64a921c2b62b014f9ad2cbe2d9378

Observation c28f0c38-6a2e-4a90-842c-d1a90d51278f · outbound

This paper cites Virtualhome: Simulating household activities via programs, 2018.

Strategic Decision Support for AI Agents Virtualhome: Simulating household activities via programs, 2018

Reference 63

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no resolver link, observed 2026-06-27T09:57:46.960346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:2297b818e2bee0d91b49f35cf2eb57d4c88dbf0776a202eceb3d9abada133081

Observation ece60a66-bb44-4a8d-961b-fbf410bcd7be · outbound

This paper cites Learning paradigms for hybrid decision-making systems.ACM Comput.

Strategic Decision Support for AI Agents Learning paradigms for hybrid decision-making systems.ACM Comput

Reference 64

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doi, observed 2026-06-27T10:00:48.881134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:ebf7c1fa3b5c6806b3353805d76310d45f3e232b3905e8a8f61dfcfcdce0b057

Observation b823d8bd-637f-4b21-bbf3-640c95d2338e · outbound

This paper cites Scent of knowledge: Optimizing search-enhanced reasoning with information foraging.

Strategic Decision Support for AI Agents Scent of knowledge: Optimizing search-enhanced reasoning with information foraging

Reference 65

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no resolver link, observed 2026-06-27T09:57:46.960346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:60d30162156534a8211662acb3021ea7750a06c1a7bb5a61e061148a48e37959

Observation 3d068cef-584c-4aa7-9979-43354079f0a4 · outbound

This paper cites Conformal Language Modeling.

Strategic Decision Support for AI Agents Conformal Language Modeling

Reference 66

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metadata mismatch
arxiv_id, observed 2026-07-03T10:37:56.373497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:cb648e85551e7895dddbf4ca54c54d2007a026e8849bf3a626c03b4f66b4b01c

Observation 90aa9cbc-d23b-4ae5-8c4f-89d6d6c2e577 · outbound

This paper cites Qwen2.5 Technical Report.

Strategic Decision Support for AI Agents Qwen2.5 Technical Report

Reference 67

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verified exact
local_arxiv, observed 2026-07-03T10:37:56.408599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:f226d54b28985cec084bc9cb961c6cd06638eb9516aaea541befe688ba10290b

Observation 9b902c95-fc11-4b6d-b958-a6392d495307 · outbound

This paper cites The Algorithmic Automation Problem: Prediction, Triage, and Human Effort.

Strategic Decision Support for AI Agents The Algorithmic Automation Problem: Prediction, Triage, and Human Effort

Reference 68

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local_arxiv, observed 2026-07-03T10:37:56.370247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:9a1429250b98d528ce2d8f8790f37dd50ef7d39910c08c6def0058f337dc5a79

Observation 86337d86-de1d-413b-bc0a-20ff9f314aa8 · outbound

This paper cites The Relationship between No-Regret Learning and Online Conformal Prediction.

Strategic Decision Support for AI Agents The Relationship between No-Regret Learning and Online Conformal Prediction

Reference 69

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verified exact
arxiv_id, observed 2026-07-03T10:37:56.414352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:d83704a323dc31db416efcf2fe2ffb5c5243d954d4e7342d59f8311b818b1ac3

Observation e228a805-214c-46d7-b3d8-c489a42d08cf · outbound

This paper cites A Taxonomy of Human and ML Strengths in Decision-Making to Investigate Human-ML Complementarity.

Strategic Decision Support for AI Agents A Taxonomy of Human and ML Strengths in Decision-Making to Investigate Human-ML Complementarity

Reference 70

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arxiv_id, observed 2026-07-03T10:37:56.436300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:ad6066a1eaa31c0a348ab857226c1e4557ec6bd2e35bd47e15339563fb141613

Observation c043d65d-61d8-4e5c-9f5b-7448af786996 · outbound

This paper cites Robots That Ask For Help: Uncertainty Alignment for Large Language Model Planners.

Strategic Decision Support for AI Agents Robots That Ask For Help: Uncertainty Alignment for Large Language Model Planners

Reference 71

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verified exact
arxiv_id, observed 2026-07-03T10:37:56.406032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:5ef4a13b74cee4a5eed4bb62cf951f9cdf2b369f1bf632cd2fd14a58d5a7c73c

Observation 5467d733-99e9-413e-a464-00fc192c9d16 · outbound

This paper cites When2call: When (not) to call tools,.

Strategic Decision Support for AI Agents When2call: When (not) to call tools,

Reference 72

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no resolver link, observed 2026-06-27T09:57:46.960346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:e792d7d832dda05d02663ee7d4ca4bf960c0d5ae7c2a869e17187e9b9581ddf6

Observation 901174a2-d505-4f32-b6b3-34e9e8c6dc91 · outbound

This paper cites When2Call: When (not) to Call Tools.

Strategic Decision Support for AI Agents When2Call: When (not) to Call Tools

Reference 73

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verified exact
arxiv_id, observed 2026-07-03T10:37:56.387261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:b0d41f1ea2d199a904c4674dd8add862aab756d53ac5dc7be779cac36472e0d2

Observation 6fa48ba5-7b35-45e3-8480-f864d1da0ace · outbound

This paper cites Conformal language model reasoning with coherent factuality.

Strategic Decision Support for AI Agents Conformal language model reasoning with coherent factuality

Reference 74

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no resolver link, observed 2026-06-27T09:57:46.960346Z

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Unavailable: canonical work link unavailable.

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Observation 1fef775a-df3d-4269-94c6-7ad66a6f97d6 · outbound

This paper cites Toolformer: Language models can teach themselves to use tools,.

Strategic Decision Support for AI Agents Toolformer: Language models can teach themselves to use tools,

Reference 75

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Observation e03c1633-d4a1-4a17-91c0-661732f6f88d · outbound

This paper cites Toolformer: Language Models Can Teach Themselves to Use Tools.

Strategic Decision Support for AI Agents Toolformer: Language Models Can Teach Themselves to Use Tools

Reference 76

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local_arxiv, observed 2026-07-03T10:37:56.428438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation f79250b4-203c-46fc-b564-78628d5d1b65 · outbound

This paper cites Conformal Prediction Sets for Deep Generative Models via Reduction to Conformal Regression.

Strategic Decision Support for AI Agents Conformal Prediction Sets for Deep Generative Models via Reduction to Conformal Regression

Reference 77

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arxiv_id, observed 2026-07-03T10:37:56.484493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 1eb4a2f7-5908-4a19-8694-ad6a459ed875 · outbound

This paper cites Proceedings of the National Academy of Sciences , volume =.

Strategic Decision Support for AI Agents Proceedings of the National Academy of Sciences , volume =

Reference 78

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doi, observed 2026-06-27T10:00:48.871378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation c045aefd-2f4a-4001-bb72-d575fd08e839 · outbound

This paper cites Improving Expert Predictions with Conformal Prediction.

Strategic Decision Support for AI Agents Improving Expert Predictions with Conformal Prediction

Reference 79

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arxiv_id, observed 2026-07-03T10:37:56.426208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 6494e67d-ed6a-4073-92bd-4fd83ec6828b · outbound

This paper cites Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets.

Strategic Decision Support for AI Agents Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets

Reference 80

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arxiv_id, observed 2026-07-03T10:37:56.461967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 3f5e9dd1-8164-4711-a195-c7e059954e24 · outbound

This paper cites API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access.

Strategic Decision Support for AI Agents API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access

Reference 81

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arxiv_id, observed 2026-07-03T10:37:56.430986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 4223313f-aa0c-4ffa-96d0-2b5c0b3a326f · outbound

This paper cites Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language Models.

Strategic Decision Support for AI Agents Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language Models

Reference 82

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arxiv_id, observed 2026-07-03T10:37:56.466924Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation a829da30-479b-4f54-bb7c-6ad697426433 · outbound

This paper cites DDXPlus: A New Dataset For Automatic Medical Diagnosis.

Strategic Decision Support for AI Agents DDXPlus: A New Dataset For Automatic Medical Diagnosis

Reference 83

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arxiv_id, observed 2026-07-03T10:37:56.500232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation a7c6326b-5ec0-4823-9c32-4efde758f266 · outbound

This paper cites No, to the right: Online language corrections for robotic ma- nipulation via shared autonomy.

Strategic Decision Support for AI Agents No, to the right: Online language corrections for robotic ma- nipulation via shared autonomy

Reference 84

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metadata mismatch
arxiv_id, observed 2026-06-27T10:00:48.879822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 303522e0-f80b-4ac7-99b3-143b1493f43b · outbound

This paper cites Towards human-ai complementarity with prediction sets, 2024.

Strategic Decision Support for AI Agents Towards human-ai complementarity with prediction sets, 2024

Reference 85

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Source-reported events for the cited work

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Observation 5a204057-049f-465a-b6e2-96dd208ce37a · outbound

This paper cites Non-Exchangeable Conformal Language Generation with Nearest Neighbors.

Strategic Decision Support for AI Agents Non-Exchangeable Conformal Language Generation with Nearest Neighbors

Reference 86

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arxiv_id, observed 2026-07-03T10:37:56.483173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 8ab046c4-0332-4d28-8d48-d85c029c8a5b · outbound

This paper cites When Combinations of Humans and.

Strategic Decision Support for AI Agents When Combinations of Humans and

Reference 87

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doi, observed 2026-06-27T10:00:48.881927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 9aa51556-036f-4bba-be4b-cf0e7924e10b · outbound

This paper cites Calibrated Learning to Defer with One-vs-All Classifiers.

Strategic Decision Support for AI Agents Calibrated Learning to Defer with One-vs-All Classifiers

Reference 88

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arxiv_id, observed 2026-07-03T10:37:56.459511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 95bca849-4b9b-4266-9a49-67727e7b2a35 · outbound

This paper cites Learning to Defer to Multiple Experts: Consistent Surrogate Losses, Confidence Calibration, and Conformal Ensembles.

Strategic Decision Support for AI Agents Learning to Defer to Multiple Experts: Consistent Surrogate Losses, Confidence Calibration, and Conformal Ensembles

Reference 89

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arxiv_id, observed 2026-07-03T10:37:56.423424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 45a9b9c0-1575-401d-ac31-2827b786fb0b · outbound

This paper cites Improving Screening Processes via Calibrated Subset Selection.

Strategic Decision Support for AI Agents Improving Screening Processes via Calibrated Subset Selection

Reference 90

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arxiv_id, observed 2026-07-03T10:37:56.469432Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation ea8964ee-3da8-41b2-9902-cda1e739f230 · outbound

This paper cites Learning to Ask: When LLM Agents Meet Unclear Instruction.

Strategic Decision Support for AI Agents Learning to Ask: When LLM Agents Meet Unclear Instruction

Reference 91

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local_arxiv, observed 2026-07-03T10:37:56.495541Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 773da56a-9516-4282-a480-be27c2671f9a · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Strategic Decision Support for AI Agents Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 92

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local_arxiv, observed 2026-07-03T10:37:56.474073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:a8ddc3cd34a459027e79227ef734f29c5bd5e57c2a6546c94f6f590db8958f12

Observation 6adb5e1f-02dc-4006-9ad8-64a26e619623 · outbound

This paper cites Learning to complement humans.

Strategic Decision Support for AI Agents Learning to complement humans

Reference 93

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unresolved
no resolver link, observed 2026-06-27T09:57:46.960346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation eef2d9a4-8a6a-42cb-accb-0cdde6aba57a · outbound

This paper cites To Believe or Not to Believe Your LLM.

Strategic Decision Support for AI Agents To Believe or Not to Believe Your LLM

Reference 94

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arxiv_id, observed 2026-07-03T10:37:56.294738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:199427cf3fa74ebe6ef8b8a90e273933a637f8a0c3c1d509dfa816e6000311dc

Observation 98614d0e-4fd0-4019-b039-02b80872d19e · outbound

This paper cites Mitigating LLM Hallucinations via Conformal Abstention.

Strategic Decision Support for AI Agents Mitigating LLM Hallucinations via Conformal Abstention

Reference 95

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arxiv_id, observed 2026-07-03T10:37:56.464370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:328bf7dc05c0799d25a580e913f3fb65a295392980812b617ce6122a536e64aa

Observation 39b93046-9838-4828-84f7-334c3816bc76 · outbound

This paper cites Cost-Saving LLM Cascades with Early Abstention.

Strategic Decision Support for AI Agents Cost-Saving LLM Cascades with Early Abstention

Reference 96

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arxiv_id, observed 2026-07-03T10:37:56.456662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:21c9a68fa5abacdac5792deeeba2861d5476e2877ba18ed289a3f2dfcb7798e7

Observation 11e0a55f-a1b1-41da-8f47-f65a80862b64 · outbound

This paper cites Modeling Future Conversation Turns to Teach LLMs to Ask Clarifying Questions.

Strategic Decision Support for AI Agents Modeling Future Conversation Turns to Teach LLMs to Ask Clarifying Questions

Reference 97

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arxiv_id, observed 2026-07-03T10:37:56.438979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:9fc0f0a5e8b60341b009c165bcd706978776e9145475a7374e5c079a6aa31726

Observation bfff8f77-3872-4dc7-b0a4-268a06771122 · outbound

This paper cites Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning.

Strategic Decision Support for AI Agents Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning

Reference 98

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local_arxiv, observed 2026-07-03T10:37:56.425132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:57:46.960346Z digest=sha256:b348ec5f1be5c4dc0b88ff18d6953c2029fd066e577f932a4480381bc68f693e

Pith citing papers

No inbound Pith citation observations are available.