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Guidelines for Human AI Interaction Camera Ready

Guidelines for Human -AI Interaction Saleema Amershi, Dan Weld* , Mihaela Vorvoreanu, Adam Fourney, Besmira Nushi, Penny Collisson, Jina Suh, Shamsi Iqbal, Paul N. Bennett, Kori Inkpen, Jaime Teevan, Ruth Kikin-Gil, and Eric Horvitz Microsoft Paul G. Allen School of Computer Redmond, WA, USA Science & Engineering {samershi, mivorvor, adamfo, benushi, pennycol, jinsuh, University of Washington shamsi, pauben, kori, teevan, ruthkg, horvitz} Seattle, WA, USA ABSTRACT Advances in artifcial intelligence (AI) frame opportunities and challenges for user interface design. Principles for Human -AI Interaction have been discussed in the Human -computer Interaction community for over two decades, but more study and innovation are needed in light of advances in AI and the growing uses of AI technologies in Human -facing appli-cations.

end users. Systems may respond diferently to the same text input over time (e.g., autocompletion systems suggesting diferent words after language model updates) or behave diferently from one user to the next (e.g., search engines returning diferent results due to personalization). Inconsis-

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