Paper Citation Record · LEDGER

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know'

As of 16 August 2026, this Paper Citation Record lists 100 of 272 outbound references and 5 inbound Pith citation observations for arXiv:2505.04950.

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

pith.paper-citation-record.v1
2505.04950 v3

Coverage vector

measured 100 of 272 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:21:13.463921Z

measured 105 of 105 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:24:53.966184Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T17:40:01.033232Z

Reference resolution

100 of 272 outbound references displayed

verified exact3
verified fuzzy0
unresolved97
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 57335a70-3bf3-40a5-b1c5-627effc6c40d · outbound

This paper cites K., Pleiss, G., Zemel, R., and Cunningham, J.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' K., Pleiss, G., Zemel, R., and Cunningham, J

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.115232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6169b20-aa57-4041-8d49-a07436d5fc55 · outbound

This paper cites GPT-4 Technical Report.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' GPT-4 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.120399Z

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Observation 68888443-d73f-482f-ad7c-b580769fa54b · outbound

This paper cites Integrating Knowledge and Reasoning in Image Understanding.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Integrating Knowledge and Reasoning in Image Understanding

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-15T23:21:14.567896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ff3a6d83-3bcf-4898-8cf8-14988a0a6e7a · outbound

This paper cites Generalizing to unseen domains via distribution matching.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Generalizing to unseen domains via distribution matching

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.128076Z

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Observation 0823fe6a-deab-4fff-bf2f-705a1e6aae4c · outbound

This paper cites Uncertainty in the Variational Information Bottleneck.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Uncertainty in the Variational Information Bottleneck

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.131969Z

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Observation 5ec153eb-8495-4b4a-b142-f143c7dba356 · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.136555Z

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Observation 4d60f755-ee19-410a-a319-7f2212c3566b · outbound

This paper cites Concrete Problems in AI Safety.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Concrete Problems in AI Safety

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.140611Z

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Observation 2c5a4523-fe4a-4ca0-b6a8-2ee8d43befab · outbound

This paper cites PaLM 2 Technical Report.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' PaLM 2 Technical Report

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.144391Z

Source-reported events for the cited work

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Observation abe1988d-7eed-41e8-b5da-83be8bbdb3e8 · outbound

This paper cites and Cuzzolin, F.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' and Cuzzolin, F

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.148526Z

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Observation 94e700d3-17a9-4b96-a18f-f1651d02692f · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.152521Z

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Observation 0f42d5a3-e2fa-4fc1-9233-c8872a85faa3 · outbound

This paper cites P., De Cooman, G., and Troffaes, M.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' P., De Cooman, G., and Troffaes, M

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.156281Z

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Observation d114834d-7bc8-42ff-ab05-3bb4862b07bc · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.159821Z

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Observation 4b97dd32-65f4-47cf-b441-b04c91458da0 · outbound

This paper cites G., Osband, I., and Munos, R.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' G., Osband, I., and Munos, R

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.163635Z

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Observation 1c7280d8-7b37-40bf-be50-e1cfa0d20f19 · outbound

This paper cites Uncertainty quantification in fine-tuned LLMs using LoRA ensembles.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Uncertainty quantification in fine-tuned LLMs using LoRA ensembles

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.166778Z

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Observation a6f00714-7ecc-46ed-ba64-9835709705dd · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.170487Z

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Observation 9b57ece3-39fa-4203-b89a-37d641ea97c0 · outbound

This paper cites M., Gebru, T., McMillan-Major, A., and Shmitchell, S.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' M., Gebru, T., McMillan-Major, A., and Shmitchell, S

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.173783Z

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Observation 4cbabea2-c629-4688-894c-a77652c8068f · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.177250Z

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Observation a2fb4598-909b-45c9-961c-f83ae760d934 · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.180442Z

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Observation 5ef42be5-1a22-4ba6-b634-07ae935f093c · outbound

This paper cites C., Keller, J., Krisnapuram, R., and Pal, N.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' C., Keller, J., Krisnapuram, R., and Pal, N

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.184146Z

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Observation 8480d663-feff-41d2-94b7-da0c3c3ee229 · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.187511Z

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Observation ba150888-4199-462a-b52c-1dbb444e24f9 · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.190547Z

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Observation 23474776-c431-40a2-a36e-edcf5e089258 · outbound

This paper cites End to End Learning for Self-Driving Cars.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' End to End Learning for Self-Driving Cars

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.194454Z

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Observation ddb2b142-26a9-4986-8f92-25a70cd3f4a3 · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.198208Z

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Observation d0d54b56-c778-4243-a23c-be10aa1d09d3 · outbound

This paper cites D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.201365Z

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Observation eea630ad-fc4c-4524-8b99-2acc3c86e922 · outbound

This paper cites B., Powley, E., Whitehouse, D., Lucas, S.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' B., Powley, E., Whitehouse, D., Lucas, S

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.205007Z

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Observation 7d7eec62-5d59-42fa-bff9-c01c44a8371a · outbound

This paper cites P., Mauá, D.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' P., Mauá, D

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.208191Z

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Observation d02d05b5-42c6-42bc-9174-50a0e3e038a8 · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.211231Z

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Observation 576d8731-1fc1-4adf-be2f-707a83734d2a · outbound

This paper cites A., and Martins, A.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' A., and Martins, A

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.215361Z

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Observation aea8afb1-c22c-4336-b5b0-2c596b3c75d7 · outbound

This paper cites Credal Bayesian Deep Learning.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Credal Bayesian Deep Learning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.218461Z

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Observation f41ec927-bf6e-48e4-9f7e-3870c7b1f297 · outbound

This paper cites J., Lin, V ., Ivanov, R., Sokolsky, O., and Lee, I.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' J., Lin, V ., Ivanov, R., Sokolsky, O., and Lee, I

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.221732Z

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Observation 7987de1e-cf8d-4a04-9d39-8a2c3c700627 · outbound

This paper cites Credal Learning Theory.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Credal Learning Theory

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.225244Z

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Observation 1b9fab36-10c5-48e2-a289-025eb11f7244 · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.228996Z

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Observation d29fde8f-5c06-47e5-8c7e-c995d54a625c · outbound

This paper cites P., Donauer, T., D’Aronco, S., Perraudin, N., Obozinski, G., Perez- Cruz, F., Schindler, K., Wegner, J.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' P., Donauer, T., D’Aronco, S., Perraudin, N., Obozinski, G., Perez- Cruz, F., Schindler, K., Wegner, J

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.232499Z

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Observation 3a40cf9e-f0fb-4814-8e77-1921131aac83 · outbound

This paper cites INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.235915Z

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Observation 0e36c203-2e87-4ca8-b5e6-d87254181681 · outbound

This paper cites I., Farghali, M., Hua, J., Al-Fatesh, A.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' I., Farghali, M., Hua, J., Al-Fatesh, A

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.239379Z

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Observation e43e68aa-6584-4868-889d-8fafe7e2bbdf · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.243247Z

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Observation 6f622cd3-0ef2-476e-aeed-a600990df669 · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.246446Z

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Observation 898d0015-d141-4ee5-a789-6413a700e3a4 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Training Verifiers to Solve Math Word Problems

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.249496Z

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Observation 5878e3da-9231-4a3b-96e0-789ad4167af8 · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.253357Z

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Observation d1848280-32c6-4e94-889a-97dad5d60b8d · outbound

This paper cites and Zaffalon, M.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' and Zaffalon, M

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.256519Z

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Observation 553cb56a-3bf4-4017-8d9a-ae95884455b1 · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.260269Z

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Observation 66dd2e6b-afd1-4ca4-8c3f-ad1a92099454 · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.263698Z

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Observation 70677a29-fc1c-4437-820a-0724237bb17e · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.267039Z

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Observation faa20422-234b-4b55-87fe-443b579bae66 · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.270500Z

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Observation c4af9f01-1fbe-44aa-add9-2567475e0dce · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.273736Z

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Observation 685aa742-9bb6-4a27-be74-bb8e73386ba6 · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 46

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Observation df5777c6-acd9-4666-b5b8-eefbbf9260cc · outbound

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Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 47

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Observation 7ac191d1-2727-4317-a5ea-d829664af809 · outbound

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Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 48

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Observation 140228b2-b653-4422-8b6e-6830d6c26156 · outbound

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Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 49

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Observation 5601abca-2d8b-4f35-b518-243e4ed1409c · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.290309Z

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Observation 5acda90b-d72d-4949-827c-6b2773427865 · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.293491Z

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Observation 5dbe8569-70ff-495e-a6da-35b1eba99092 · outbound

This paper cites Uncertainty measures: The big picture.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Uncertainty measures: The big picture

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.297425Z

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Observation 0c26358f-e314-47ed-b6d2-f57c8558f842 · outbound

This paper cites The intersection probability: betting with probability intervals.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' The intersection probability: betting with probability intervals

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.301092Z

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Observation 2cdccba4-c725-4e17-8517-00db6e97c7fa · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-15T23:21:13.304522Z

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Observation 7c189346-8719-449e-bc79-797e9696d94d · outbound

This paper cites and Sultana, M.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' and Sultana, M

Reference 55

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Observation 09e7db6a-4360-4fc7-b890-f79abec2eaf8 · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 56

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Observation 2932df49-616b-42f9-853a-555139d95c26 · outbound

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Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 57

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Observation 4ee829b3-31e2-49a9-b05e-e87b88e95ec6 · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 58

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This paper cites V ., De Barros, L.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' V ., De Barros, L

Reference 59

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Observation 368140ea-ac16-4bf0-96c0-f9fc05150607 · outbound

This paper cites V ., Sanner, S., and De Barros, L.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' V ., Sanner, S., and De Barros, L

Reference 60

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Observation 93fba5b9-ab61-4622-9ab0-1e2e0079b53b · outbound

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Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 61

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Observation 4ca1e40d-31d3-4f38-bd0e-067da57d3cbf · outbound

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Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 62

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Observation 65cac8a5-89a6-469a-90d8-b2dc052a59b9 · outbound

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Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' and Grabisch, M

Reference 63

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Observation 29f1ee7f-c300-4bc4-8e67-8ef50c7951d4 · outbound

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Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 64

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Observation e257d5ee-753c-4a08-99bd-d0fe9c9d5c4c · outbound

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Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 65

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Observation 119d38a3-a7ad-487f-933b-1d341ac88386 · outbound

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Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 66

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Observation 494d07f5-a08b-4194-a53f-66218bea25eb · outbound

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Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 67

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Observation d6964add-bdbc-4fda-bcf4-419daf4e2264 · outbound

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Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 68

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Observation 5158ec3a-c413-449b-b829-42217c88d0e7 · outbound

This paper cites and Li, S.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' and Li, S

Reference 69

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Observation 1c6bef6f-d0ce-40c3-ab7c-16b07dc343ea · outbound

This paper cites and Masson, M.-H.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' and Masson, M.-H

Reference 70

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Observation e002813e-cf66-4ae8-b2f0-27edc7bd3438 · outbound

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Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 71

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This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 72

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This paper cites A Generalization Error Bound for Multi-class Domain Generalization.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' A Generalization Error Bound for Multi-class Domain Generalization

Reference 73

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Observation 2fd0cbf5-7c24-41f0-ab97-903b94a75126 · outbound

This paper cites and Prade, H.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' and Prade, H

Reference 74

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Observation b50f9f86-9f76-42c8-93dc-e7d640e6997e · outbound

This paper cites and Prade, H.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' and Prade, H

Reference 75

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Observation d51c53b8-1965-4f04-8326-2b9d332824e2 · outbound

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Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Uniform Generalization Bounds on Data-Dependent Hypothesis Sets via PAC-Bayesian Theory on Random Sets

Reference 76

Resolution: verified exact; local_arxiv, observed 2026-08-15T23:21:14.435139Z

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Observation 0f717ade-7f94-4e8b-adf4-fe6177422ea9 · outbound

This paper cites S., Lamb, L.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' S., Lamb, L

Reference 77

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Observation c79c027f-161f-443a-a65d-d43197ce9f5f · outbound

This paper cites (Madrid, 2000).

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' (Madrid, 2000)

Reference 78

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Observation c1efaffe-1bb5-42a5-ab5c-41421849fadc · outbound

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Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 79

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Observation 6699336d-33fa-4c06-ab8d-648473330e5d · outbound

This paper cites A., Shariatmadar, K., Hallez, H., and Moens, D.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' A., Shariatmadar, K., Hallez, H., and Moens, D

Reference 80

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Observation 85b89cd2-760f-4543-b503-24289b174981 · outbound

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Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 81

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Observation 4429a2fc-050d-48ba-aacc-7a46c0512459 · outbound

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Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 82

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Observation 4729f437-b920-466f-ae05-e51b50c4c3d0 · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 83

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Observation 25f51804-91e3-4471-b59a-b26a1a136a08 · outbound

This paper cites and Grote, T.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' and Grote, T

Reference 84

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Observation 823d654a-1093-4a1f-bfe0-84500e388f0e · outbound

This paper cites and Prodon, A.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' and Prodon, A

Reference 85

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Observation f031bfa5-cc26-4f6c-8b88-e0ca140c2d3f · outbound

This paper cites V ., Rast, A., and Bradley, A.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' V ., Rast, A., and Bradley, A

Reference 86

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Observation 20054fda-c87f-4bb3-a5de-94077d0a8daa · outbound

This paper cites Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference

Reference 87

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Observation b7d565f0-4c10-4c50-b3d4-3b67fb119604 · outbound

This paper cites and Ghahramani, Z.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' and Ghahramani, Z

Reference 88

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Observation ffde4927-e5c4-4ddd-813b-fe76a2e0cae6 · outbound

This paper cites and Lempitsky, V.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' and Lempitsky, V

Reference 89

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Observation 0ea164a0-e0b7-4f1e-84a4-de958e7a0e5b · outbound

This paper cites and Chakraborty, S.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' and Chakraborty, S

Reference 90

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Observation 1f1b5600-75e4-4745-b849-58f0968089f1 · outbound

This paper cites P., and Wilson, A.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' P., and Wilson, A

Reference 91

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Observation d04e130f-7a70-4dae-9b33-6609902bc55d · outbound

This paper cites and Fookes, C.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' and Fookes, C

Reference 92

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Observation 3920aeab-c945-4a25-a38d-5170cd5a03ce · outbound

This paper cites and Cuzzolin, F.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' and Cuzzolin, F

Reference 93

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Observation e4ca36fb-9211-4765-b566-44bd6e46f6b4 · outbound

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Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Explaining and Harnessing Adversarial Examples

Reference 94

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Observation 83768acf-abe3-4de8-85e9-49ad6b9e84e8 · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 95

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Observation f0ba60db-a221-448e-88b8-3add9d0c877b · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 96

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Observation c81d8031-6978-4543-b2e1-59ff07254160 · outbound

This paper cites Guaranteed prediction sets for functional surrogate models.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Guaranteed prediction sets for functional surrogate models

Reference 97

Resolution: verified exact; local_arxiv, observed 2026-08-15T23:21:14.403886Z

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Observation cdafa28b-b732-4c01-92ed-ecf024ed453d · outbound

This paper cites In Search of Lost Domain Generalization.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' In Search of Lost Domain Generalization

Reference 98

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Observation c6253988-c684-4002-9a46-3d49909c3ba2 · outbound

This paper cites an unresolved cited work.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' Unresolved cited work

Reference 99

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Observation d1331c6f-893c-4248-96f8-3aec0b272eff · outbound

This paper cites K., Danelljan, M., and Schon, T.

Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know' K., Danelljan, M., and Schon, T

Reference 100

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Pith citing papers

Observation 66d7faba-61da-4d35-a029-dba159ac5fd5 · inbound

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Last Layer Hamiltonian Monte Carlo Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know'

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T18:24:53.966184Z

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Observation 5fa3bb98-5d29-4a96-bf0c-1a97b9e2ea5d · inbound

Statistical inference with belief functions: A survey cites this paper.

Statistical inference with belief functions: A survey Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know'

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:20:55.487737Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation dad3c8f6-bdce-4c0f-b61c-c7ac5eef344e · inbound

Conformalised imprecise inference for robust extrapolation under limited data cites this paper.

Conformalised imprecise inference for robust extrapolation under limited data Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know'

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:54:01.196021Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 65cfb235-db9f-49b3-a4ab-540dbba9aeb1 · inbound

What Intermediate Layers Know: Detecting Jailbreaks from Entropy Dynamics cites this paper.

What Intermediate Layers Know: Detecting Jailbreaks from Entropy Dynamics Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know'

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T17:40:01.034746Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d6b66716-1ec5-4d8c-884b-6e98a3233e93 · inbound

Decision-Aligned Evaluation of Uncertainty Quantification cites this paper.

Decision-Aligned Evaluation of Uncertainty Quantification Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know'

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-07-04T12:59:52.258510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.