This viewpoint focuses on the collaboration between the artificial intelligence (ai) and human-computer interaction (hci) communities, which leads to eight recommendations for effective collaboration to enable a human-centered approach in developing artificial intelligence systems (e.g., autonomous vehicles, intelligent userinterfaces, or intelligent decision-making systems) to achieve its design goals such as usable/explainable ai, human-controlled ai, and ethical ai.