Pith. sign in

Paper Citation Record · LEDGER

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds

As of 23 August 2026, this Paper Citation Record lists 92 of 92 outbound references and 0 inbound Pith citation observations for arXiv:2606.29654.

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

pith.paper-citation-record.v1
2606.29654 v1

Coverage vector

measured 92 of 92 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T06:56:25.830078Z

measured 92 of 92 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

92 of 92 outbound references displayed

  • verified exact3
  • verified fuzzy0
  • unresolved78
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch10

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c21ea69a-ac2a-4761-a224-176a9b90bbef · outbound

This paper cites International Conference on Machine Learning , year=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds International Conference on Machine Learning , year=

Reference 1

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:95b989e2940f05a386c1d91de0fff8d5ebfd3dc2c4f46902fb6b4e42abb71bee

Observation 4e9ccc3e-fad8-4033-84d8-316e682f6018 · outbound

This paper cites Conference on Empirical Methods in Natural Language Processing , year=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Conference on Empirical Methods in Natural Language Processing , year=

Reference 2

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:867b58a44a8858f344fe98eedac20dea61c2a64bc2a45f322cdb5759f955e38d

Observation 05e46ede-ff65-419a-baec-5af0fad1c737 · outbound

This paper cites Multi-agent debate for.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Multi-agent debate for

Reference 3

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:b8dabbebdda5c064d8162fca601a40b16c8d36a38f471a20a9eed31cc7f9b5d1

Observation 25188f8c-fdd5-4048-9578-12416d56763c · outbound

This paper cites K., Zhu, X., and Li, S.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds K., Zhu, X., and Li, S

Reference 4

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T07:04:21.982000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:75f0c29f1e6c784f2dc0f8fce3aab07737ff5c58745fc4ad72f3fc2b0167ff90

Observation f4e95c09-d394-4c3a-b54d-4c451a7100ac · outbound

This paper cites From debate to equilibrium: Belief-driven multi-agent.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds From debate to equilibrium: Belief-driven multi-agent

Reference 5

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:f806ee12941e27ed65f4bdb76de1351acf49ffacec8eb78c610d3b76b629018c

Observation 3a54032c-1046-4953-94c2-ce067e01618c · outbound

This paper cites an unresolved cited work.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:3bef8a81b6408708293296bd2cee61786c731f4a7097cb9e10791c9eeb6e527f

Observation 1535dc7e-c2be-4958-8aed-b2103ccddc2b · outbound

This paper cites Debating with more persuasive.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Debating with more persuasive

Reference 7

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:e51512574c070e50b93f0b3725a2b8e8b17631c2f4b7caaf778dc63b30536d64

Observation 548148ab-6c94-4e99-a91a-1e5db5aafc45 · outbound

This paper cites an unresolved cited work.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:6ed75b411130d04d1d7cd6b7bed7c8da89f0d3c34f25699f6733633950717644

Observation 6a485b15-13c4-49fe-bece-603149599cf7 · outbound

This paper cites International Conference on Learning Representations , year=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds International Conference on Learning Representations , year=

Reference 9

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:108a67148a3091162addcd1b935ea76278174af59391d2fe646e11a0e3e29740

Observation 9d0ecb04-5f9b-4567-a561-4ee09ddde48f · outbound

This paper cites International Conference on Learning Representations , year=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds International Conference on Learning Representations , year=

Reference 10

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:fa3a34100c7b2142256748d7b502f7077cd22adc8d090277dc2978d3591ce852

Observation ca4cea65-071d-4c7a-9d10-aa18705ced98 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Advances in Neural Information Processing Systems , volume=

Reference 11

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:108943e7c01a77fdc418a1a81b2b887e863795a69bc6687ce240eb9655e55614

Observation 03633db4-0bc0-4672-81eb-db41de202a13 · outbound

This paper cites More Agents Is All You Need.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds More Agents Is All You Need

Reference 12

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T07:04:21.984605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:1d6efd76a958209b29d97b1ae3287971c3c2662a608525da25171b8ecb909a40

Observation dfc21133-645e-452a-8a09-650ea8f7232e · outbound

This paper cites Exploring collaboration mechanisms for.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Exploring collaboration mechanisms for

Reference 13

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:3483074a3bf245443b8f7329e91d1a11ca7132a8a2d706bf35c4ee12185188a3

Observation 8e78568f-d3dd-4e2a-8195-3ef3d7a2483c · outbound

This paper cites Language Models (Mostly) Know What They Know.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Language Models (Mostly) Know What They Know

Reference 14

Resolution
metadata mismatch
local_arxiv, observed 2026-06-30T07:04:21.979225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:4c5a426befd0b7d4cf9571f1d2f30b11d7cb1f2520be6d4768b400e75fead364

Observation d9f3337b-0f84-4a77-b111-d71980cf9ab8 · outbound

This paper cites Conference on Empirical Methods in Natural Language Processing , year=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Conference on Empirical Methods in Natural Language Processing , year=

Reference 15

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:01783e3e7da5d40c80e80d1a9026c4da4294994213579334f3b8731523e3f6a3

Observation 427eb95e-8c69-469a-b16f-648dd44a43fc · outbound

This paper cites an unresolved cited work.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:30e9d02d7d160286171d723a310b6d7a477f8313dcfb206f734af1ec15c21764

Observation 63448543-93d2-4c29-93a7-6794b4adb4a5 · outbound

This paper cites A Survey of Confidence Estimation and Calibration in Large Language Models.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds A Survey of Confidence Estimation and Calibration in Large Language Models

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-06-30T07:04:21.967778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:e86fc814c7ada0d353a2de6c267a65519cf3e7aac0f23182e50293c6552f238d

Observation 7d4d5d73-0834-4e74-bb56-350ca7d15d87 · outbound

This paper cites Transactions on Machine Learning Research , year=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Transactions on Machine Learning Research , year=

Reference 18

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:4780686dbf95d85660267a2a8749c1f7edd83fcaaa247b7b96ed7bd2f7ff9642

Observation 7c16e788-560d-4f4e-8c9b-8f7f2623a502 · outbound

This paper cites an unresolved cited work.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:8044539b49c9623e65382f6b3bcbbbfd08a0a94968e047b0f19a760c567e0ba9

Observation efb34a2d-194b-459f-a1d4-9d84b38dff57 · outbound

This paper cites International Conference on Machine Learning , pages=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds International Conference on Machine Learning , pages=

Reference 20

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:a069117a3ecfa914d72c27138087333b5249307ef832e45bf2ee5dda63dc7e5d

Observation b93ac453-3967-43e2-9ad0-d23c9c0bac1d · outbound

This paper cites Obtaining well calibrated probabilities using.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Obtaining well calibrated probabilities using

Reference 21

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:08491c0370e0a4ef61d251def20fa19f72aed0aed75a77211ccdba18ad44650d

Observation 346ae47e-adf3-454e-aab3-70c46985afbd · outbound

This paper cites Advances in Large Margin Classifiers , publisher=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Advances in Large Margin Classifiers , publisher=

Reference 22

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:7edfbaac2046bb8cd67b58e14498256768c626113257fbec525c6adb48cfa520

Observation 7f8a7dfe-eac3-467e-becc-d1fd82425770 · outbound

This paper cites Towards Understanding Sycophancy in Language Models.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Towards Understanding Sycophancy in Language Models

Reference 23

Resolution
metadata mismatch
local_arxiv, observed 2026-06-30T07:04:21.970395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:3241d47fbf7b87d66d01697280311ecf4123a4f991c86015cce5095b5d555264

Observation aa886d25-e5a4-41e8-a570-b51df7b15cd5 · outbound

This paper cites International Conference on Learning Representations , year=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds International Conference on Learning Representations , year=

Reference 24

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:5921c152792d4aa0c8ded8f9ad960840648fd28f934fe2f73bfaa0254a43740d

Observation 6932349e-8381-47fa-a1fd-7af0b8c1ebac · outbound

This paper cites 2005 , publisher=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds 2005 , publisher=

Reference 25

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:b3a16df3c7eb50fc6cfd92e2621a9b125ba686196da2f2c610bcf0e87a3c3d63

Observation 8bd20518-f67d-439a-9666-fff6dc6dde05 · outbound

This paper cites Foundations and Trends in Machine Learning , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Foundations and Trends in Machine Learning , volume=

Reference 26

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:dd04bc5285721ed338e09e4193ad7253fef64f9c06ebc6febfafc5d9e1dd8709

Observation b93ddd49-3384-40f0-a04e-5a46b953a16f · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Advances in Neural Information Processing Systems , volume=

Reference 27

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:a5129e5f64eaf4420947aeef77bb6630114d313c65257f02aad39907f5064f3e

Observation c69f8092-bee5-4df3-a690-1019fc48aad6 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Advances in Neural Information Processing Systems , volume=

Reference 28

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:9b7a881c062b33196b92bff0d5bb7160ad66e8b43001be5f1d178a6a24043029

Observation eae0f095-9bc0-43d9-b115-e5db34e9ca99 · outbound

This paper cites International Conference on Learning Representations , year=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds International Conference on Learning Representations , year=

Reference 29

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:fa056a2234b10c60f77d0a2a08cc72925d8cc7380622ce7d2d516bd6b59a068c

Observation d927a908-3aae-4149-9437-9157b74cb666 · outbound

This paper cites Journal of the ACM , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Journal of the ACM , volume=

Reference 30

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:72900ebc56dcefd6bd260b8743861658ad7ba30fc207d1baf2a6ac6a8f96d25e

Observation 0a8061be-1f43-40f6-a8e1-55b1a058aeca · outbound

This paper cites Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control

Reference 31

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T07:04:21.970121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:80a49c712cd10634577c70da249e52c5f4d58285fe8984d552c826d7cc118b87

Observation 47e813f7-91b0-4cd1-a856-412ea8a9b15c · outbound

This paper cites The Annals of Statistics , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds The Annals of Statistics , volume=

Reference 32

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:ad7513cd67da1c6fd22873c1fb617af93020e9b21d0d55c790490b77bebf2b94

Observation 524b44ef-f2d2-460c-bff4-3720902e2a7a · outbound

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

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Conformal Prediction with Large Language Models for Multi-Choice Question Answering

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-06-30T07:04:21.958238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:090fc240b02d7d30591e889f0e4fc90fbb4b4ecb6597d4a2442e702082ed1881

Observation 30a54bdb-7d8c-4045-bca9-f65b0d25c037 · outbound

This paper cites Conformal Language Modeling.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Conformal Language Modeling

Reference 34

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T07:04:21.964600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:34db7d6de0b6a2333b7a539082063b85c15d27d2c8c4c8601f76fb91a16137b2

Observation d59df184-6b5a-4deb-81e4-a3eec4f64cb6 · outbound

This paper cites Conformal Prediction Sets with Limited False Positives.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Conformal Prediction Sets with Limited False Positives

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-06-30T07:04:21.973392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:377181fc8bf9929a0be538b7e7911cd9d576f86a88d933c673fee4618b7b3b60

Observation 90311e16-1b4d-493b-9f08-605e3775de72 · outbound

This paper cites Findings of the Association for Computational Linguistics: EMNLP 2024 , year=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Findings of the Association for Computational Linguistics: EMNLP 2024 , year=

Reference 36

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:e95f84e80c99de59d5ebfd7bec651e23ac467c04e4af5e98cadaeebcba2b885f

Observation 3dc4ce7c-abe9-4790-8d76-e3bd416c31b9 · outbound

This paper cites Conformal Prediction With Conditional Guarantees.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Conformal Prediction With Conditional Guarantees

Reference 37

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T07:04:21.976582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:5cac643d039f3a1f9b13864e14a5c15a79a8b5b40d76c54951fb67044bed443f

Observation e151cb48-dbbf-4d15-9f73-83d20e7f78e0 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Advances in Neural Information Processing Systems , volume=

Reference 38

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:56ec05e0e28aa94f4d8239d3386a5aa057c1995afc3bd6ce9f24b3037a78ad3d

Observation 687447ef-5cfe-4282-a78c-ef18d6db46de · outbound

This paper cites International Conference on Learning Representations , year=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds International Conference on Learning Representations , year=

Reference 39

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:9ed9bea7eb4c0240b154a31d09d562e8d5592743029bf3eb2902af4a3a38aa94

Observation 34fe8ce0-d350-4435-ab78-e2928c869d7c · outbound

This paper cites Journal of the American Statistical Association , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Journal of the American Statistical Association , volume=

Reference 40

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:9499f64b02ae57a92872d15b2929dfce5240175b5b343a0138c92590ca8c3dbc

Observation 2f3a8097-7871-48f1-82a3-788a23acf92f · outbound

This paper cites Machine Learning , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Machine Learning , volume=

Reference 41

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:eb3ae7c9bb10594ba760641d3b494502aa969c6f6aab5e5ad3ab1d26fe477e47

Observation daf86ddc-4114-4ec4-946f-0ce213909a18 · outbound

This paper cites Information and Inference: A Journal of the IMA , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Information and Inference: A Journal of the IMA , volume=

Reference 42

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:41c0df3a698993d8ecf681f3f88e58dd872273e0a047ac347df4f9c05d127c2d

Observation f32d3f0d-12a2-4e9e-8880-debc3116cfc6 · outbound

This paper cites Biometrika , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Biometrika , volume=

Reference 43

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:95b6c04f33b5d132a8239f6213a051f6c5f2c94a83e5a301a667583f6cbb69f4

Observation 29164381-faa4-428c-9784-f6a65f8ab49f · outbound

This paper cites Conformal prediction with local weights: randomization enables local guarantees.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Conformal prediction with local weights: randomization enables local guarantees

Reference 44

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T07:04:21.955637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:7ee83a8252c94387a0e703717ff4e84f15eb68bdd03b7fb1ad503870155b73fb

Observation a54f0f47-913c-45df-8351-1d12e2d2161f · outbound

This paper cites Journal of the American Statistical Association , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Journal of the American Statistical Association , volume=

Reference 45

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:7c54fd7ebcd413a635271756b1c2f747cbf823b8eb443577a97635ce67bcf0d1

Observation 6a8e7fd9-2939-4ad7-aca0-6270eb21c509 · outbound

This paper cites Tools in Artificial Intelligence , year=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Tools in Artificial Intelligence , year=

Reference 46

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:670d0a14601a49677a66d9345b0fef08f74b8bf3d0b864e351031e7262f715f6

Observation 86e53abf-1ce4-4e9a-a577-a8a3cd62613d · outbound

This paper cites Statistical Science , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Statistical Science , volume=

Reference 47

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:65f02393b91519f40e953e334808e9e55e2769603eca53d1ceaa9f9b9f3a446b

Observation 51320dc9-190e-4c91-9245-4544e2881411 · outbound

This paper cites The Annals of Statistics , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds The Annals of Statistics , volume=

Reference 48

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:841c983bd691bc5e698156c3feacbb9e6b86abe2f345c97b6d816ac89de7c1a7

Observation 1a0c6efd-81d5-49d5-bd3f-e0944a9693e0 · outbound

This paper cites The Annals of Statistics , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds The Annals of Statistics , volume=

Reference 49

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:b138bffc7e9b374a0f97937d8afb17bf156cc7663c52ba007d4547d88ce3ae2f

Observation aade043f-2650-424e-9c2f-984025022e07 · outbound

This paper cites Journal of the Royal Statistical Society Series B , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Journal of the Royal Statistical Society Series B , volume=

Reference 50

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:730d37b67edeb9c9e0caa57d3462bfecd479e50dcb99dd46410ea7b968167452

Observation 23dca320-e8b3-480e-9094-ec007c865a98 · outbound

This paper cites Journal of the Royal Statistical Society Series B , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Journal of the Royal Statistical Society Series B , volume=

Reference 51

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:e930cf97e286dac35f57f31f383fcac40b4968e77e74e0436df15c983479452f

Observation 3776d86b-3769-4d0d-9ffa-04c73472a8e0 · outbound

This paper cites Test martingales,.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Test martingales,

Reference 52

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:bc5bf2f6f8ec85b58c5eb721b4ef20d2fdfd793fc4cc5b765eea2af82058083e

Observation c1107e04-f727-47fc-a2f1-20a6ec1b1f05 · outbound

This paper cites Always valid inference: Continuous monitoring of.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Always valid inference: Continuous monitoring of

Reference 53

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:78c3bb2877da6d3f34d8a507a365c7d19efc201ebf73c1a90c61a7c92590bd0a

Observation 8b988056-1741-4739-87c2-c0e7b4f2e004 · outbound

This paper cites The Annals of Mathematical Statistics , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds The Annals of Mathematical Statistics , volume=

Reference 54

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:60ea4ddf04d3fabcac68ee66e1ba715488c1306104a8986e2f33c06d82bde07d

Observation 25a9630d-5cb4-45f5-8cd9-cc86efe6e8f6 · outbound

This paper cites Admissible anytime-valid sequential inference must rely on nonnegative martingales.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Admissible anytime-valid sequential inference must rely on nonnegative martingales

Reference 55

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T07:04:21.952869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:b8dffb2b28ff3b679918f3f57c218a30435b5be02323e1049da54fab00f86edf

Observation 08d8b569-7cb1-437b-a9cb-24f7a8dd2010 · outbound

This paper cites an unresolved cited work.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Unresolved cited work

Reference 56

Resolution
parse uncertain
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:0da00f3c775227aedebab86245d86cfc97f8afd78bceddf107f57b0719792f9a

Observation 81a7267b-2028-4788-bb16-55bf445f9b3e · outbound

This paper cites 1996 , publisher=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds 1996 , publisher=

Reference 57

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:7fa586e4ff56a545e90a70b2ec0afd20c2347ed5f1b0d557e3db9c3279311ffd

Observation a7043345-0d31-4b75-9bb3-812690bd78f1 · outbound

This paper cites 2002 , publisher=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds 2002 , publisher=

Reference 58

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:5c7e972601c39fedded54609cb5b3333292d3a8a91bf8ffad2fc44cf7be607ff

Observation 79164cb7-7672-4864-a9d2-2020b530d501 · outbound

This paper cites USAF School of Aviation Medicine, Technical Report 4 , year=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds USAF School of Aviation Medicine, Technical Report 4 , year=

Reference 59

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:f39640ed70d46f15c74c200c273a4787ac2fd6f6b5cfe16b65a0fd3744ab7de1

Observation 5817c42b-f3ef-4e2c-beb2-8b591c557440 · outbound

This paper cites IEEE Transactions on Information Theory , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds IEEE Transactions on Information Theory , volume=

Reference 60

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:bee3d7678b023647dc27f18e27a0d43d5523f64d4add150199e006109f3ef708

Observation 983e22ed-55c3-4aee-b593-bb59b29951be · outbound

This paper cites The Annals of Statistics , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds The Annals of Statistics , volume=

Reference 61

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:9a737c56dd16b5a44053127518d336fc7064e04d773e1846f6cb68f8162340b7

Observation 7b4e3893-9192-490a-aa1e-4df3c4198e14 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Advances in Neural Information Processing Systems , volume=

Reference 62

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:04bcfde19c3edf15db271598c4596ba65dc1592c6dace9d34fa6ea4184396ace

Observation 5e57111e-ee2e-44ed-b164-168ded8dd46e · outbound

This paper cites 2009 , publisher=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds 2009 , publisher=

Reference 63

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:da6f040cc5b413ab3d08dee6c0aa015833b8ec6604f400a745e31608c96daf8e

Observation 4fd07b99-3bc0-4bee-bc97-fdb92986ab83 · outbound

This paper cites 2006 , publisher=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds 2006 , publisher=

Reference 64

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:687acb892bca2f236830fd380a6189a604a54ae80a206a711c8335a8151cb07e

Observation ae5ea8d5-8e2d-46e7-9bb2-9a5fca84281f · outbound

This paper cites Springer Series in the Data Sciences , year=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Springer Series in the Data Sciences , year=

Reference 65

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:7375105818f0fa994f6f604fc17f3a0dee077d5d51950bb969a8b6729aaea692

Observation 69e0ff51-eb24-44c4-96a5-7a8cd9b60c53 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Advances in Neural Information Processing Systems , volume=

Reference 66

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:59c5a46eb94a33adea0ab50c969fc888ceea39be55f8254e0c85706680e2f24d

Observation cd4ea6c1-7010-4f92-b42e-8f162c4c876e · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Advances in Neural Information Processing Systems , volume=

Reference 67

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:4dd4cce39497b0bb1a27c4b6541b456ae6f62d55149c120f823f37a499f4be77

Observation 2d903b74-28d8-443d-9ab2-5fcb88415056 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Advances in Neural Information Processing Systems , volume=

Reference 68

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:a9f2cbad071a8d7014b79df7048e2c224183bd246568b4442e9bd358251cb6c9

Observation 3dba9830-d036-4735-9d70-c9c73efac68e · outbound

This paper cites International Conference on Artificial Intelligence and Statistics , pages=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds International Conference on Artificial Intelligence and Statistics , pages=

Reference 69

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:84e761075f890990f1d1c492955d26942b2a680f08f59c1d0119e78f8c92bea4

Observation 712c1194-06b5-4f3f-a865-c8a5b6b650d8 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Advances in Neural Information Processing Systems , volume=

Reference 70

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:dbe799d0261f0ab1e634aad73048ab1d164230d3d0ffcf44a3c560ba94e8d4cb

Observation 6ad7e41b-b8c9-4a30-8cc9-28b97b1da8eb · outbound

This paper cites Symposium on Theory of Computing , pages=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Symposium on Theory of Computing , pages=

Reference 71

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:c21de60dcc5a66d4a49ceda15021dfba18654fa0db40c1b57e77e1a2f04a4136

Observation 32c74f93-32c9-4056-873f-c2304e8e8fb7 · outbound

This paper cites Journal of the American Statistical Association , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Journal of the American Statistical Association , volume=

Reference 72

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:cbca8fe1b1e438740c40ef619bf34c88690a6dd1294ab7b763be43db3c8e6ab8

Observation d805800c-830b-42aa-9f0d-4e3112e96f55 · outbound

This paper cites Advances in Complex Systems , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Advances in Complex Systems , volume=

Reference 73

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:6616b6d546a8dff4f6dc0299a77d16a94257d6e9bbc893879827375e5a71aafa

Observation 79a772f2-7d4f-455e-b988-0a3336b3e241 · outbound

This paper cites Journal of Artificial Societies and Social Simulation , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Journal of Artificial Societies and Social Simulation , volume=

Reference 74

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:9bab6e2a46d07eb2585a4066164671e385c62104324b4c7b9e3d2ed89e4b5a2a

Observation c533d23b-ce1f-40d3-95ea-84e9fc87405e · outbound

This paper cites Journal of Applied Probability , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Journal of Applied Probability , volume=

Reference 75

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:acd58d9f652170a1b867a086c84750d5735f8d2dc45fe68792b5effc4e4d7d18

Observation 9cfd3f16-475c-467e-8658-18bbb4bccef7 · outbound

This paper cites 1951 , publisher=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds 1951 , publisher=

Reference 76

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:67e3ae51cad81ce069f9e0872eee28255643e5733e9ad8eb6de8e59a7061333f

Observation 222232c4-d785-48e4-8e9a-8adbc188179c · outbound

This paper cites an unresolved cited work.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Unresolved cited work

Reference 77

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:52ee1e8314d732dd0b127e29448b14e7770d6e62647a0f52d57ab6eb125810fe

Observation d4f6b9fb-d217-4b46-9590-a81023ae76e8 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Advances in Neural Information Processing Systems , volume=

Reference 78

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:29f50fbf9a5121f071af27b63fe0c20409c0e2b9fa319f7f1cde2cc63e5150c4

Observation 1cbdd4ab-41b4-4485-b5bc-6521b63f1fd1 · outbound

This paper cites Journal of Machine Learning Research , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Journal of Machine Learning Research , volume=

Reference 79

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:46d32321204ceae0d2be4c912da79efa2382a58f7ef0b5d7a225fc1663bbd742

Observation f2bfb162-9696-41fe-b043-e31131e633bd · outbound

This paper cites Don't hallucinate, abstain: Identifying.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Don't hallucinate, abstain: Identifying

Reference 80

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:229a11bb74cd1e1312d360fee88fef2b6db74710edffcadf4176f90fae09e00a

Observation defec2eb-b3f5-490b-8af8-3243b285b772 · outbound

This paper cites A stitch in time saves nine: Detecting and mitigating hallucinations of.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds A stitch in time saves nine: Detecting and mitigating hallucinations of

Reference 81

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:780ce0e6f95fec5a3a48cae0ff9e3b310d91996f967e2762765dccb28a82330d

Observation ba585709-7566-4d93-939e-12d3917866a4 · outbound

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

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Robots That Ask For Help: Uncertainty Alignment for Large Language Model Planners

Reference 82

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T07:04:21.950414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:a4f6b6b2392643639c22f4226c2ae32380d321697c774402b8da502d68a280f3

Observation 453476df-74a8-4016-b5c9-f5eb2aa93607 · outbound

This paper cites an unresolved cited work.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Unresolved cited work

Reference 83

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:82ed6a87e4dfb93367f95f046e7437ca7e6037cf0866791ee9d69428eaaa3979

Observation 4b3435f4-aa1b-4399-bb97-7c44e57608fa · outbound

This paper cites an unresolved cited work.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Unresolved cited work

Reference 84

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:5b9ebca6e0fc91a7408ce501e8dbc98e5100224e2242755ec3e3cb8ae281cddb

Observation b2f15b47-b178-47b8-8832-be608bfd882a · outbound

This paper cites International Conference on Learning Representations , year=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds International Conference on Learning Representations , year=

Reference 85

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:65d64996cc16f2ec161161f6a47ed179b4f905f09c358cb7c1e2ddb0ed006537

Observation ad1e3f1f-aa67-4b66-8cc9-370028160bf9 · outbound

This paper cites 2013 , publisher=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds 2013 , publisher=

Reference 86

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:0c68c30a831fde4b5e128d7ad540a9ca033b2dae26476c4b208d4ff258b12ecf

Observation 344f57bb-e661-42f3-baa9-c8fcfec7850a · outbound

This paper cites Journal of the American Statistical Association , volume=.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Journal of the American Statistical Association , volume=

Reference 87

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:3169e894c716872b738c92bf89d9c1f4c16003f343428cffbffab955e959fa81

Observation 0689475a-9e19-4a48-a7a3-70f601f3c09f · outbound

This paper cites an unresolved cited work.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Unresolved cited work

Reference 88

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:591305e7b95ee8bb1e14e2743fd8313ed3005dbb1222370ed816e6209a2bf723

Observation 6987bfbb-fbca-49a7-9e49-852a0307e2b8 · outbound

This paper cites Think you have solved question answering?.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Think you have solved question answering?

Reference 89

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:8c127959352329f017769ea60117ac712d44717df852d542bb02be0a53a5239c

Observation 658ed960-8bf7-4423-a019-7aaf26254937 · outbound

This paper cites Challenging.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Challenging

Reference 90

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:bc71d5e22bf7abe871fbae16cb902f3143477a3e46b0c10b7b5c0fe369eb35c7

Observation 0dfb8834-f94d-4937-9f53-c88fc6d05d86 · outbound

This paper cites an unresolved cited work.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Unresolved cited work

Reference 91

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:3fd9cc01f026e4778ce00f3982c69354542ac40e7b1feae8b557ef019c8bbdec

Observation 1891f6d4-824c-4e54-bdb0-c25d950142d0 · outbound

This paper cites Empirical.

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds Empirical

Reference 92

Resolution
unresolved
no resolver link, observed 2026-06-30T06:56:25.830078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-30T06:56:25.830078Z digest=sha256:2d75740c5b827876e8e1138f208c1eaed859243a922d1167e3e6bbc9b275eac0

Pith citing papers

No inbound Pith citation observations are available.