The rapid innovation in artificial intelligence (AI) is raising concerns regarding human autonomy, agency, fairness, and justice. While responsible stewardship of innovation calls for public engagement, inclusiveness, and informed discourse, AI seemingly challenges such informed discourse by way of its opacity (poor transparency, explainability, and accountability). We apply a deliberative approach to propose a framework for responsible innovation in AI. This framework foregrounds discourse principles geared to help offset these opacity challenges. To support better public governance, we consider the mutual roles and dependencies of organizations that develop and apply AI, as well as civil society actors, and investigative media in exploring pathways for responsible AI innovation.

人工智能（AI）的快速创新引起了人们对人类自治，代理，公平和正义的关注。尽管负责任的创新管理需要公众参与，包容性和知情的话语，但AI似乎通过其不透明性（透明度差，可解释性和问责制）挑战了此类知情话语。我们采用了一种经过深思熟虑的方法，为AI负责任的创新提出了一个框架。该框架提出了旨在帮助抵消这些不透明性挑战的话语原则。为了支持更好的公共治理，我们在开发负责任的AI创新的途径时，考虑了开发和应用AI的组织，民间社会参与者和调查媒体的相互作用和依赖性。