A study involving 285 participants found that human-generated financial advice was rated more favorably than AI-generated advice across most outcomes, even when source attribution was not displayed. While correct labeling of advice sources offered limited differentiation, mislabeling AI advice as expert advice led to higher ratings for situational fit and overall quality. The research suggests that the perceived source of financial advice, whether AI or human expert, significantly influences how it is evaluated, with disclosure acting as an interpretive frame rather than a neutral transparency mechanism. AI
IMPACT Suggests AI financial advice may face trust and adoption hurdles due to communication style and perceived source.
RANK_REASON Academic paper on human-AI interaction and evaluation. [lever_c_demoted from research: ic=1 ai=1.0]
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