Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T20:04:33.309805Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 100 of 272 outbound references and 2 inbound Pith citation observations for arXiv:2602.24176.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T20:04:33.309805Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-04T14:47:01.875803Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-04T14:49:54.403739Z
100 of 272 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 6f254c3f-f700-493a-8015-176d83bf4b06 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Reviewing the Need for Explainable Artificial Intelligence (xAI)
Reference 1
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Observation 9c55d375-94e0-45bd-9a04-e4c122712a2e · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Towards Transparent AI: A Survey on Explainable Large Language Models
Reference 2
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Observation b8fdaef4-9574-46bd-9444-b1ee9cac28f8 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey
Reference 3
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Observation bb8d84f7-45bc-4a5e-a3d9-7af0131bfc6d · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Symbolic vs sub-symbolic ai methods: Friends or enemies? InCIKM (Workshops), volume 2699, 2020
Reference 4
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Observation 3e8bc1ee-ffd3-4a66-8eb8-a8057765a760 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions XAI is in trouble.AI Magazine, 45(3):300–316, 2024
Reference 6
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Observation 3697a963-236e-45f7-abd2-c506ef7878a1 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Darpa’s explainable artificial intelligence (xai) program.AI magazine, 40(2):44–58, 2019
Reference 7
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Observation 936ba063-ae58-4df3-a82c-27f840e44ffd · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions why should i trust you?
Reference 8
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Observation e39b6d7a-77e8-41c3-807c-c6bbff6df9cf · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Grad-cam: Visual explanations from deep networks via gradient-based localization
Reference 9
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Observation ce4d8b6b-0873-41d5-ad80-06ed1f43e9c5 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Addison-Wesley Longman Publishing Co., Inc., 1984
Reference 10
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Observation f241d810-f2bb-44c5-92ee-979a6f67af5c · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Exact rule learning via boolean compressed sensing
Reference 11
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Observation 5cf78eee-59ea-4776-9e97-76f64042ab28 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions University of Michigan Press, 1988
Reference 12
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Observation 875517ee-e470-4876-baf5-637d00e0255a · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Case-basedexplanationofnon-case-based learning methods
Reference 13
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Observation c4239b2f-6eb2-4525-a25c-5ee2bc48faee · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Baehrens, T
Reference 14
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Observation a228411b-6532-4abd-a979-f238b9f5455d · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions On the interpretation of weight vectors of linear models in multivariate neuroimaging.Neuroimage, 87:96–110, 2014
Reference 15
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Observation a5c94886-7f7a-4453-848f-e49a681a0776 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 16
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Observation 33ec2346-d5d4-497b-b2e0-585fe9fdcd08 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Gunning and D
Reference 17
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Observation be862563-47a6-4bc0-97cb-dadb1f14f4f9 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Gunning, E
Reference 18
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Observation 94b1d61d-7fe5-47e1-a8f3-302ac01f301f · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 19
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Observation 54d2f5a8-72e5-4087-8a17-daa307cdbd9f · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 20
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Observation f7a9e0f1-c2fe-453f-a80b-6fa0c45d0956 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
Reference 21
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Observation 33aac88f-3399-4db0-aae7-d73bbb81d24d · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Swamy, J
Reference 22
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Observation aba4b359-4703-4f7f-bc56-f09333499f93 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions The Mythos of Model Interpretability
Reference 23
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Observation 97f6e4b3-8f43-4254-8286-e1678159ce10 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Explainable AI is Dead, Long Live Explainable AI! Hypothesis-driven decision support
Reference 24
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Observation 80efddf1-758b-4da7-be68-3f411b0fec8e · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 25
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Observation 73f7a4a6-819a-41d2-ab60-fa975ab980a0 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 26
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Observation 91524f8e-fb41-4d56-b925-47258c9bd37f · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Linardatos, V
Reference 29
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Observation 30ee7f3c-be08-44ee-a8c2-6deb0487e85e · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 30
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Observation c5a6a7aa-a4bb-4334-953d-a2a6f96ddffd · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Interpretable machine learning: Fundamental principles and 10 grand challenges.Statistics Surveys, 16(none):1 – 85, 2022
Reference 31
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Observation d00a6a12-6cc5-4f45-b7d5-56a512552356 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Zhong and E
Reference 32
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Observation 2601487d-e3ba-44ce-a0dd-433c0c189f0b · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 33
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Observation 3cbc13b9-a96c-4c89-92bf-461fbce127e1 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 34
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Observation 28eac4d2-7a02-4a2c-92ab-9642817fd794 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 35
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Observation c754ddb0-f27a-4683-9e16-b6f2b13f1ef8 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 36
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Observation 48d88310-8db6-4c00-8dcd-c697646b0cae · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Fazzinga, S
Reference 37
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Observation 99b81fd2-19b1-4140-802a-0c983a565e63 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Laato, M
Reference 38
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Observation 8958cda8-d41f-48d8-a11d-2752c90a5556 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 39
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Observation 25581d7c-1683-45ab-960b-2a8182c2b473 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Fresz, E
Reference 40
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Observation a5a57e78-eb33-4be9-a2bf-4cc0aed3f342 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Adadi and M
Reference 41
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Observation aef68892-0488-4e58-9359-98401a76774a · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 42
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Observation 8d9232f6-05d3-4924-8ad9-a24bf93d17df · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Metrics for Explainable AI: Challenges and Prospects
Reference 43
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Observation 3705d9d4-d85a-4d34-add0-b5754c8d747f · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Ehsan and M
Reference 44
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Observation a287ce25-a0a2-4cf6-8f9b-490cb9dcbe6e · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI
Reference 46
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Observation 8589b552-6935-44a4-a5e8-455ceac1b617 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Explainable artificial intelligence (xai): Concepts, taxonomies, opportunities and challenges toward responsible ai.Information fusion, 58:82–115, 2020
Reference 47
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Observation ce0428d6-5f55-408a-b7f4-db7797bdd249 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 48
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Observation c2ced303-a3ad-4d35-a21b-41d394d4c9f9 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 49
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Observation 100e177c-cde4-4423-a3f5-8d8993ff7a48 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 50
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Observation 7261919b-da08-4afd-8a74-e764c8213fdc · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Garcia-Olano, Y
Reference 51
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Observation a276cd57-4aa7-41fe-9f19-a6747636e6c8 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unmasking clever hans predictors and assessing what machines really learn.Nature communications, 10(1):1096, 2019
Reference 52
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Observation 9a4aa7a9-d732-41e9-81e7-53f49f92dfa0 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 53
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Observation 1c5f924c-6b75-429a-909d-76d369d9f82f · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 54
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Observation d5cc8092-8a6c-41bc-83cb-a2c1692e4843 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Leichtmann, C
Reference 55
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Observation f5d5ebf6-fa06-4ad5-b0fa-fb619171b81c · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Weitz, D
Reference 56
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Observation 360f2028-3ca5-4196-8a53-cb1cda833e4a · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Ferrario and M
Reference 57
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Observation 937337d3-aa25-4f76-a94b-34978c9f9716 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Poursabzi-Sangdeh, D
Reference 59
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Observation a6315207-e468-447b-b954-0a8995cdfa7b · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions I-trustworthy models
Reference 60
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Observation 59f6e34c-7c22-4504-a444-c869cd5c444b · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions U-trustworthy models
Reference 61
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Observation 8426af6d-7e12-434b-b04c-af31cb6ce02b · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Ghassemi, L
Reference 62
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Observation 4d74064a-fd7f-48c2-9e7b-e12499c741bb · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Woodward and L
Reference 63
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Observation c6019706-e934-4fc4-abfb-11d55211dbd1 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Understanding the impact of explanations on advice-taking: a user study for ai-based clinical decision support systems
Reference 64
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Observation 81246123-ad68-426c-af3a-cca5b5c0879b · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions How machine-learning recommendations influence clinician treatment selections: the example of antidepressant selection.Translational psychiatry, 11(1): 108, 2021
Reference 65
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Observation 23813e11-22c0-4fe2-beb3-455c869e924c · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 66
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Observation 6acc094e-dc02-4f6f-9d78-bac0eccc01ce · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Fazelpour and D
Reference 67
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Observation 53d9b558-822c-4211-82f2-cf903f82d810 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Passi and M
Reference 68
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Observation 0da75e7e-29e5-454c-bf0b-391d012d7271 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 69
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Observation 20498155-1874-443a-97ae-4e70c9c8a3af · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 70
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Observation aa34bcca-ab0b-4af7-afc0-db6bfb50b606 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Expectations, Explanations, and Embodiment: Attempts at Robot Failure Recovery
Reference 71
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Observation b7218434-a837-43da-828a-62e99a7dbb60 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Wilming, L
Reference 73
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Observation 5546859a-861a-4634-803d-2716eaac67e7 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Jacovi and Y
Reference 75
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Observation a2b40591-13e9-4537-968f-6d0d2856ff32 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 76
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Observation 8927deae-1daf-47a6-8f1c-c58bb37e2afb · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 77
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Observation 139bc211-452a-418f-8868-30e74ad05a5d · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Too Much to Trust? Measuring the Security and Cognitive Impacts of Explainability in AI-Driven SOCs
Reference 78
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Observation f834a795-805e-4ee9-884e-2bd26615fe85 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 79
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Observation aa57cfc7-6617-4869-abf3-17fe420fa6ca · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 80
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Observation 7bbd86d1-9034-4fc9-9866-914de45db290 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 81
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Observation 3a693c6c-5f49-456b-870a-f610ea898cf3 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Dietvorst, J
Reference 82
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Observation 5f0cc2f8-76a2-40be-a521-6e41647e77cc · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 83
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Observation f501fd5e-eaef-4c77-bd20-4885588afdf8 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Rastogi, Y
Reference 84
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Observation 18c79e60-bf3e-4015-b612-677bd90b80b0 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions To trust or to think: cognitive forcing functions can reduce overreliance on AI in AI-assisted decision-making
Reference 86
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Observation 3ef8e208-56fa-4c0f-9f24-8c9dc1ec32a2 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions From Evidence to Decision: Exploring Evaluative AI
Reference 87
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Observation ae2174a5-f48a-44ee-ac4b-e55e84361676 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 88
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Observation 95acc557-85f4-4391-a03e-9004faa198a1 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 89
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Observation b87e58fa-63ef-49f4-85da-bcb8c0f5eba0 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions How do Humans Understand Explanations from Machine Learning Systems? An Evaluation of the Human-Interpretability of Explanation
Reference 90
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Observation 6589a8a3-e1ea-46cb-887f-76fb1d28215f · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions How Human-Centered Explainable AI Interface Are Designed and Evaluated: A Systematic Survey
Reference 91
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Observation db8de0e3-ad64-44b9-8e91-65fec3b7e0b8 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Unresolved cited work
Reference 92
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Observation 75235850-2a80-4f7b-a6b8-1b990d52a7f7 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Mhasawade, S
Reference 93
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Observation a44304d2-7851-4d66-b3a5-124af1f1537f · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting
Reference 94
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Observation ed5f262e-a590-4f30-84d3-ac32bf3982a0 · outbound
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions A critical survey on fairness benefits of explainable ai
Reference 95
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