Abstract The use of conversational AI has become more ubiquitous in public and private life. Al-though conversational artificial intelligence (AI) may be useful and seamless, using voice to mediate human-AI interaction raises potential privacy risks and socio-cultural implications for gender bias and childhood development. To better understand the downstream implications of AI, we pose a set of questions to frame how conversational AI and various stakeholders may interact within sociotechnical systems. PDF