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AIの価値観提示でAI依存を低減し、より個性的な文章作成を支援
※ 日本語タイトル・ポイントはAIによる自動生成です。正確な内容は原論文をご確認ください。
ポイント
- AIが西洋的価値観に偏る問題を解決するため、AIに特定の価値観を提示し、ユーザー自身の価値観と比較する手法を検証した。
- AIの価値観を提示するだけで、ユーザーのAIへの過度な依存を約20%低減し、よりユニークな文章作成を促すことが明らかになった。
- AIの価値観バイアスに対する意識向上は、ユーザーが自身の文章をパーソナライズする上で重要であることが示唆された。
Abstract
Despite a global user base adopting large language models (LLMs) for daily writing tasks, model suggestions tend to align with Western values. Research has shown users commonly accept a high fraction of these AI suggestions, homogenizing writing styles and rendering outputs more ``Western'' than intended. While this suggests a need to reduce AI reliance, it remains unknown what kind of interventions could achieve this. Can framing the AI with specific values, and comparing it to one's own, make users less susceptible to overreliance and support more unique writing? We tested this hypothesis in a between-subjects online experiment with Indian and American participants (n=149) in which they were asked to perform AI-supported writing tasks, either 1) without an intervention, 2) after seeing an overview of the AI's framed values, or 3) after seeing an overview of the AI's framed values compared to their own. Our results show that seeing the AI's framed values reduces AI reliance, i.e., the proportion of the final essay generated by the AI, by an average of 20%. Additionally, when participants saw an overview of the AI's framed values (without comparison to their own values), the final essays contain more unique text than without intervention. Our findings emphasize the importance of educating users about potential value biases in AI, showing that raising awareness with a simple overview of values encourages users to personalize their writing.
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