Fact-Check Your Information (FYI): A Design Probe to Understand How People Actually Fact-Check Data-Driven Articles
4.00T1 sourcearXiv cs.HC
Source record
Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2608.06804.
Pipeline notes
The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.
SummaryFYI is a browser extension that embeds fact-checking into the reading environment for data-driven articles, offering four tools spanning full automation to manual data exploration. A study (N=22) identified three workflow archetypes: AI-first with manual confirmation, manual-first with AI supplement, and parallel co-review, with trust in AI shifting based on cross-tool consistency.
Why it mattersEmpirical study maps three distinct human-AI fact-checking workflows and shows trust depends on cross-tool consistency rather than AI output alone.
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