no code implementations • 30 Aug 2023 • Anna Kawakami, Luke Guerdan, Yanghuidi Cheng, Matthew Lee, Scott Carter, Nikos Arechiga, Kate Glazko, Haiyi Zhu, Kenneth Holstein
A growing body of research has explored how to support humans in making better use of AI-based decision support, including via training and onboarding.
no code implementations • 28 Jul 2022 • Kenneth Holstein, Maria De-Arteaga, Lakshmi Tumati, Yanghuidi Cheng
Our findings indicate that presenting prompts about unobservables can change how humans integrate model outputs and unobservables, but do not necessarily lead to improved performance.
no code implementations • 5 Apr 2022 • Anna Kawakami, Venkatesh Sivaraman, Hao-Fei Cheng, Logan Stapleton, Yanghuidi Cheng, Diana Qing, Adam Perer, Zhiwei Steven Wu, Haiyi Zhu, Kenneth Holstein
AI-based decision support tools (ADS) are increasingly used to augment human decision-making in high-stakes, social contexts.