Agency plus automation Designing artificial intelligence into interactive systems

• Published in: Proceedings of the National Academy of Sciences - PNAS Vol. 116; no. 6; pp. 1844 - 1850
• Main Author: Heer, Jeffrey
• Format: Journal Article
• Language: English
• Published: United States National Academy of Sciences 05.02.2019
• Subjects: Adaptive algorithms; Adaptive systems; Algorithms; Artificial intelligence; Automation; Case studies; COLLOQUIUM PAPERS; Computation; Computer applications; Data processing; Design; Design engineering; Human agency; Interactive control; Interactive systems; Language translation; Natural language; Physical Sciences; Prediction models; Rhetoric; Sackler on Creativity and Collaboration: Revisiting Cybernetic Serendipity; Social Sciences; visualization; automation; data science; human–computer interaction; artificial intelligence

Much contemporary rhetoric regards the prospects and pitfalls of using artificial intelligence techniques to automate an increasing range of tasks, especially those once considered the purview of people alone. These accounts are often wildly optimistic, understating outstanding challenges while turn...