Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-31T11:29:22.487897Z
Paper Citation Record · LEDGER
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence
As of 10 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2607.28317.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
26 of 26 outbound references displayed
- verified exact3
- verified fuzzy0
- unresolved21
- parse uncertain0
- malformed identifier0
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 7848ef88-44ed-41d5-81d0-2cc656712c48 · outbound
This paper cites Cost-Sensitive Learning to Defer to Multiple Experts with Workload Constraints.
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence Cost-Sensitive Learning to Defer to Multiple Experts with Workload Constraints
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T11:29:22.425670Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3cc92773-cd07-4792-b83b-d3b3bbf3f63b · outbound
This paper cites Governing What the EU AI Act Excludes: Accountability for Autonomous AI Agents in Smart City Critical Infrastructure.
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence Governing What the EU AI Act Excludes: Accountability for Autonomous AI Agents in Smart City Critical Infrastructure
Reference 2
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-31T11:31:17.279126Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e95f0247-526e-4b3c-8d35-f63484175629 · outbound
This paper cites In: Dasgupta, S., McAllester, D.
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence In: Dasgupta, S., McAllester, D
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T11:29:22.431863Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ebe79912-cf32-493d-8ce8-8eec4102d999 · outbound
This paper cites Wiley, 2nd edn.
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence Wiley, 2nd edn
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T11:29:22.434231Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da2246cf-fc84-483d-8215-26a2d1fd08ed · outbound
This paper cites Lawrence Erlbaum Associates (2000).
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence Lawrence Erlbaum Associates (2000)
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T11:29:22.436867Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4d47cfa-93a7-418e-baa5-43fbea99ef99 · outbound
This paper cites an unresolved cited work.
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T11:29:22.439455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9387c3f5-d628-4b4d-80b0-18672987c8f0 · outbound
This paper cites Computer Law & Security Review45, 105681 (2022).
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence Computer Law & Security Review45, 105681 (2022)
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T11:29:22.441967Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 725e6c89-5343-40d3-b6a0-1ac7c27400f8 · outbound
This paper cites AI Control: Improving Safety Despite Intentional Subversion.
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence AI Control: Improving Safety Despite Intentional Subversion
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T11:29:22.444200Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 767f537a-0829-4445-9c26-82fc173e384a · outbound
This paper cites IEEE Transactions on Information Theory67(10), 6711–6732 (2021).
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence IEEE Transactions on Information Theory67(10), 6711–6732 (2021)
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T11:29:22.446804Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0d9cdfd-29c9-48ea-83f3-8cec1471ac2c · outbound
This paper cites Correlated Multi-armed Bandits with a Latent Random Source.
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence Correlated Multi-armed Bandits with a Latent Random Source
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-07-31T11:31:17.070477Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8758245b-d374-4091-a70f-f8d5be46adbe · outbound
This paper cites Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets.
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T11:29:22.451491Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c64c80b-af71-4396-af7c-64bd4ea87838 · outbound
This paper cites an unresolved cited work.
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence Unresolved cited work
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T11:29:22.454107Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f48aacc1-2e7f-458d-a0ea-06d0b865bd43 · outbound
This paper cites Language Models (Mostly) Know What They Know.
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence Language Models (Mostly) Know What They Know
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T11:29:22.456264Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52722869-db25-4e00-b201-7a1add80ed5a · outbound
This paper cites Batch Multi-Fidelity Active Learning with Budget Constraints.
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence Batch Multi-Fidelity Active Learning with Budget Constraints
Reference 14
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-31T11:31:16.639224Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1ffeaa03-542f-4d9d-853f-132ad5ece35f · outbound
This paper cites Teaching Models to Express Their Uncertainty in Words.
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence Teaching Models to Express Their Uncertainty in Words
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T11:29:22.461442Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e560712-0940-4cbf-8311-3487df0a42da · outbound
This paper cites In: Proceedings of the 37th International Conference on Neural In- formation Processing Systems.
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence In: Proceedings of the 37th International Conference on Neural In- formation Processing Systems
Reference 16
- Resolution
- verified exact
- doi, observed 2026-07-31T11:31:16.483932Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c010498a-5f6c-456c-8589-d7e706c13b8c · outbound
This paper cites Principled Approaches for Learning to Defer with Multiple Experts.
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence Principled Approaches for Learning to Defer with Multiple Experts
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T11:29:22.466409Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2abc5ad-ca9a-4a9b-82d3-7fbadcdbcdda · outbound
This paper cites Consistent Estimators for Learning to Defer to an Expert.
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence Consistent Estimators for Learning to Defer to an Expert
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T11:29:22.468876Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51bcd2b0-3170-4145-b5f9-8a3cad91f931 · outbound
This paper cites A Causal Framework for Evaluating Deferring Systems.
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence A Causal Framework for Evaluating Deferring Systems
Reference 19
- Resolution
- verified exact
- local_arxiv, observed 2026-07-31T11:31:16.238959Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1ca1f473-aef8-4b53-a1f4-8b31032af9d3 · outbound
This paper cites In: Proc.
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T11:29:22.473614Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e4b0f74-8b50-49b1-b90b-1807ef6b6d13 · outbound
This paper cites Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback.
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T11:29:22.475836Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a878b02a-3675-4e02-addb-f45bc0cc5f7b · outbound
This paper cites Learning to Defer to Multiple Experts: Consistent Surrogate Losses, Confidence Calibration, and Conformal Ensembles.
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence Learning to Defer to Multiple Experts: Consistent Surrogate Losses, Confidence Calibration, and Conformal Ensembles
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T11:29:22.478532Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 239613b3-04cb-4f4f-94a6-f11ed9ffb104 · outbound
This paper cites Econometrica47(3), 641–654 (1979).
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence Econometrica47(3), 641–654 (1979)
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T11:29:22.480953Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 576362bc-fb79-41f6-9de5-22faaf74352f · outbound
This paper cites Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs.
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T11:29:22.483247Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4060cc42-cafd-44ff-a7b6-0e588e1ae296 · outbound
This paper cites arXiv preprint arXiv:2601.07264 (2026).
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence arXiv preprint arXiv:2601.07264 (2026)
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T11:29:22.485642Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6407a4fa-cd2d-42fc-9661-24d122e049a9 · outbound
This paper cites arXiv preprint arXiv:2601.15778 (2026).
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence arXiv preprint arXiv:2601.15778 (2026)
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T11:29:22.487897Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.