Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T05:04:58.111687Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 100 of 127 outbound references and 0 inbound Pith citation observations for arXiv:2504.21489.
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 2026-08-16T05:04:58.111687Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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
100 of 127 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 0f485358-8cc1-4000-9221-cc0ec3e83112 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Accessed: 7 April 2025
Reference 1
Source-reported events for the cited work
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Observation 73e53faa-6cc7-41b8-91eb-a04408cd76c6 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Audio atribuido a margarita gonzález sobre programas sociales en morelos tiene indicios de manipulación digital.Animal Politico
Reference 2
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Observation fc9e03f8-4d81-4c8f-b356-b2816a1fba51 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Keep your ai claims in check.Internet Archive
Reference 3
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Observation 092461e8-a580-4f9a-83a0-bb797ef1356d · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Tomorrow’s great digital divide: Content with or without provenance.WITNESS Blog
Reference 4
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Observation 0dacdfe2-20f3-4513-996c-b63ec00e98c1 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Reducing risks posed by synthetic content an overview of technical approaches to digital content transparency
Reference 5
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Observation 13fe3777-98bc-4001-abed-00eebaa6a4dc · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Deepfake-eval-2024: A multi-modal in-the-wild benchmark of deepfakes circulated in
Reference 6
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Observation ca402b99-0852-486e-9c9b-df519b4ed333 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS An Indian politician says scandalous audio clips are AI deepfakes
Reference 7
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Observation 3156ef51-d048-4b08-82be-717e87bc2387 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Accessed: 7 April 2025
Reference 8
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Observation b3fed62d-d909-4c30-bc0b-1638f8b89c50 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Audio-Visual Person-of-Interest DeepFake Detection
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation aebb4bc7-0920-46a1-ac6c-47e24838f950 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 123f0428-072f-49c6-9293-f959e2ad591f · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Accessed: 7 April 2025
Reference 11
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Observation 721b2d7c-243a-4790-bd20-a900b2fea5b7 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Facebook
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9acfa4ba-adc1-435d-80a3-adf60c31e153 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Accessed: 8 April 2025
Reference 13
Source-reported events for the cited work
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Observation 7a34e103-f904-4211-bec4-055cb2b5cf29 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS C2PA Harms Modelling 1.4
Reference 14
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Observation 8bc5e301-1c01-4c68-a79a-acb89516b2b3 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS https://www.gen-ai.witness.org/deepfakes-rapid-respons e-force
Reference 15
Source-reported events for the cited work
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Observation 581ab8c3-6da7-4d8e-902e-d9bef2aefbb9 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Getting to the source: Understanding metadata removal on social media.Magnet Forensics Blog
Reference 16
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Unavailable: canonical work link unavailable.
Observation 883fef7b-82c7-45d1-8254-84a7ac42697c · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Disconnected from reality: American voters grapple with ai and flawed osint strategies.Institute for Strategic Dialogue
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8507368-88ca-40df-a00b-ccfe820ddd14 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 69902152-03f3-477f-bfb6-d7d9904a0f10 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Datasheets for Datasets
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5af9cb4-a822-4923-b44a-e724079bf2c0 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Posts misrepresent a photo of a ukrainian soldier balancing on his prosthetic limbs.AP News
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 919b4aac-81da-44ab-84ca-430f4a5c6d91 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7487772f-b0ec-4a0a-b8f4-3b703601e17c · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Pre-empting a crisis: Deepfake detection skills + global access to media forensics tools
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation afa08d2c-32b7-42b9-8138-ce77aa1082b2 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS The world needs deepfake experts to stem this chaos.Wired
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fd2f634-b3a7-4800-95ec-0c20d56c3400 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Grother, Mei L
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0bc03a11-956c-4d70-8eeb-7da746ce88aa · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Youtube data viewer.https://citizenevidence.org/2014/07/01/youtube -dataviewer/
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6701fdfe-cc68-46ee-9aad-6be59c355cf3 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Ticks or it didn’t happen: Key dilemmas in building authenticity infrastructure for multimedia
Reference 26
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Unavailable: canonical work link unavailable.
Observation fbd3c309-4f46-4f28-ad32-f277c353e21e · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 21d50f89-560a-4457-b089-ba5fd8de2990 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Improving Fairness in Deepfake Detection
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1081b1e-a1af-4bdd-b895-eda8a164634d · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Adversarial machine learning in the context of network security: Challenges and solutions.Journal of Computational Intelligence and Robotics, 4(1):51–63, march 2024
Reference 29
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Observation be57349e-df70-4194-925d-006dc4d2135d · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS SoK: Systematization and Benchmarking of Deepfake Detectors in a Unified Framework
Reference 30
Source-reported events for the cited work
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Observation 53f0c427-a563-478e-8d53-3469d3a9ed1a · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS What is facial recognition technology?https://www.ajl.org/facial-r ecognition-technology/
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6706e585-1951-4764-ae12-5cb1875daee7 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Regulating Reality: Exploring Synthetic Media Through Multistakeholder AI Governance
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c1e7ccf8-d158-4958-ac25-47bcf0f98d66 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Fortifying the truth in the age of synthetic media and generative ai perspectives from africa.WITNESS Blog
Reference 33
Source-reported events for the cited work
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Observation 75a38d48-4402-4619-a6a7-88eaa2b855b8 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Deepfake detection improves when using algorithms that are more aware of demographic diversity
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9525c1a-603e-43db-9dd7-a61437e975fc · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Archived from X
Reference 35
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Observation 778ab18b-9a26-47b7-a88f-a1da096613e1 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Model cards for model reporting
Reference 36
Source-reported events for the cited work
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Observation ccd47479-5c03-4674-bb7e-7b37ab6f4770 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 37
Source-reported events for the cited work
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Observation bed68d30-bc1f-4602-a70e-3fe43263edcf · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33158241-8f4b-4228-b63a-a33c3a8b2bd2 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d6b47c7f-44cf-4491-aa38-0a0149137044 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Facebook
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fa5c982b-11e9-4a9c-9b11-1d973be6a44b · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS OECD AI Principles overview.https://oecd.ai/en/ai-principles/
Reference 41
Source-reported events for the cited work
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Observation e0dd2604-c799-4c1a-969d-205453f2db9c · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Ethics guidelines for trustworthy ai.European Commission
Reference 43
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Observation bb017ece-cf67-4aff-b13a-4e619e57d824 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 44
Source-reported events for the cited work
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Observation 04e844ef-b0bb-491b-9be5-42098e8a3939 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Building a glossary for synthetic media transparency methods part 1: Indirect disclosure
Reference 45
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Unavailable: canonical work link unavailable.
Observation db7129c9-e840-4ab3-bbc4-f52235e74f98 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS AI Risks and Trustworthiness.https://airc.nist
Reference 46
Source-reported events for the cited work
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Observation 89e4f96a-0e98-4674-983e-28fe2889a9d3 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Archived from X
Reference 47
Source-reported events for the cited work
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Observation 1da1d02f-7d08-4cb7-a961-62035820072d · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS The deepfake detection challenge: Insights and recommendations for AI and media integrity
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aff11d37-50fb-42fe-81a0-1d331ba31e2a · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Determining trustworthiness through provenance and context
Reference 49
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Observation a171fccc-88a3-48b3-ba1b-3ebda79f0a5d · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 50
Source-reported events for the cited work
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Observation 629920e0-2cf3-4e00-9f8d-01f9215211ce · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Archived from Tik Tok
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52aba514-6836-4a8a-9fe2-5a4ee04aea1e · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS FaceForensics++: Learning to Detect Manipulated Facial Images
Reference 53
Source-reported events for the cited work
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Observation f378574a-4e0d-4893-b835-5ec55f72166b · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Adversarial deep learning against intrusion detection classifiers
Reference 54
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Observation 1d3d7c7d-286c-4b5c-9a19-36d0da104d27 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Spotting the deepfakes in this year of elections: How ai detection tools work and where they fail.Reuters Institute
Reference 55
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Observation 2e28977f-ce44-4cb2-b0bb-9503be436b4e · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 56
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Observation b8543d69-dada-4539-92d1-3918783c7fab · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 586f2af3-009c-409a-aaac-fc9b03a33ff6 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Governing access to synthetic media detection technology
Reference 58
Source-reported events for the cited work
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Observation de5bd774-d787-4adb-82ce-aeeeda95dc47 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Human rights can be the spark of ai innovation—not stifle it.Tech Policy Press
Reference 59
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Unavailable: canonical work link unavailable.
Observation b9a8025d-0be4-469a-bf57-a7d87529e63f · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 146174f5-5757-49a8-a472-73b602517090 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS https://www.youtube.com/watch?v=OrFXklQz6bQ&t=2702s
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e433702c-fbde-4c48-a2d7-63997f4c8c39 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Ai-image-detector
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7b13f0bd-68be-4ede-b1e5-e1e5ce024727 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Sohrawardi, Sovantharith Seng, Akash Chintha, Bao Thai, Raymond Ptucha, Matthew Wright, and Andrea Hickerson
Reference 63
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Unavailable: canonical work link unavailable.
Observation a6f9ed1c-c457-4fd1-b720-c712a8252abe · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Big brother watch briefing on clause 21 of the criminal justice bill.https://bills
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 00508c9a-6f88-4f79-9f1c-5a819a3ffae1 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Big brother watch responds to facial recognition powers in new crime bill
Reference 65
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Unavailable: canonical work link unavailable.
Observation 8a605f74-5ef1-4903-8f74-9971693a01b6 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Sociotechnical Safety Evaluation of Generative AI Systems
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10905e4d-8ada-46fa-924d-425ac808b2f6 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS https://www.witness.org/
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 39e0b0e5-672c-4802-bfd6-7181bffe26f1 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Prepare, don’t panic: Synthetic media and deepfakes.https://lab.witness.org/projec ts/synthetic-media-and-deep-fakes
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0aeba5c4-10c5-467c-a30a-608bf90db48c · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Outgoing US President Biden did not confess to helping orchestrate pakistan ‘regime change’
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0c775a28-3a06-4ed8-a04c-5b1da3579cc8 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b4473f28-a9b9-46cb-92fe-de65ebf932b8 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Burkina faso: Video shows soldiers disemboweling.Human Rights Watch
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f1e51595-40d4-433d-83f8-2dc16090d179 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS A community-based approach to visual verification to fortify the truth.WITNESS Guide
Reference 76
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 69f948fe-0ff6-4a49-8d5a-cbe171a5eb5e · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 77
Source-reported events for the cited work
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Observation 2fea06c1-7feb-4c04-ae0a-fb6144f4d7b5 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 79
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0796cbca-d6e2-456c-b223-dcd99d621054 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 80
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b711ee89-448d-4632-a7bf-927a59052c47 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 81
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 47f08933-580d-41de-a41a-17b003deeb9e · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 82
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e58f08e8-97c9-4d76-998c-e2692bf5e837 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 83
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 314e0289-ee3f-4e56-a268-db706f6132b6 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Checklist
Reference 84
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bea5e5f7-3e0e-4df6-8450-1b6beb4cb8ae · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS 1.1 The intended audience is clearly defined
Reference 85
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 587c2443-b037-4f3f-b356-10f392abf123 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS □TO DO □YES □NO □N/A Justification:
Reference 86
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2f00bd4c-fa8f-4b83-bb76-52bf8aeb6211 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS 3.1 The research and literature were diverse and steps were taken to include knowledge produced 23 outside of Europe and the United States
Reference 87
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4986f628-bef9-4b63-ba30-47e948d323c9 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS 4.1 Real-life cases and use cases were incorporated to reflect practical challenges and expectations
Reference 88
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4abc5df9-da81-4fb2-aba2-ea1ae5ce9cea · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS 5.1 Specific steps are outlined to ensure that the tool is future-proof and guarantee that it will remain relevant in the long term
Reference 89
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation aa3801ae-6a6f-496e-b09f-0a79d263e78e · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 90
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3063a54d-75bb-4cfe-8329-ff9a8f4dce22 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 91
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1f13e9e5-9cb1-46fb-9725-833ed0094fbf · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 92
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f5aa1b8a-4beb-49d4-83a5-1083d9f13d79 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 93
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b3776bbb-7b4f-4c13-ac4a-d2bf034ebd26 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 94
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 252e28ff-f693-4c84-ab9b-f47a0134091f · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 95
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8e82761d-d291-443c-a28a-d80d67572a79 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 96
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1a2c2e0e-b774-4fc5-9234-01cd203963b8 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 97
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f4cae594-80d0-45f7-be44-3111c7f6956b · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 98
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d79df195-61ce-4843-9f08-17e208c44ce0 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 99
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a132486b-e883-4751-a380-df837b7a6857 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Checklist
Reference 100
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0d47e5b1-0608-4872-a515-c26ad9baad04 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS 1.1 Data collection process complied with the local data protection regulations
Reference 101
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 830d4061-0f28-4a00-a999-6b1508a6eec5 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS □TO DO □YES □NO □N/A Justification:
Reference 102
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e21941bc-d1ef-41f7-89ae-ce415e654bd8 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS 3.1 The tool was trained on low-resolution content
Reference 103
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a8b1a1dc-6946-45f5-ab06-1a70581b1437 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS 4.1 If the tool is capable of detecting audio, the training dataset included data with a transmission similar to telephones
Reference 104
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a50197dc-7bdb-4725-a83f-96cfe085b13a · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS 5.1 A system is in place, and adaptable to adjust the detection model to continually update the training dataset to include new examples of AI-generated or manipulated content
Reference 105
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 28c6eea1-55c9-4ed6-ae37-db2c68185df8 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work
Reference 106
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d0d81f95-5a20-4040-a06a-777e81d9e446 · outbound
TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS 7.1 The information is provided with respect to other verification techniques and skill sets that could be integrated
Reference 107
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
No inbound Pith citation observations are available.