From “Human versus Machine” to “Human with Machine”
摘要
This chapter first reviews areas where AI/ML and other automated decision making performs well in hard problems in the health sciences. It also summarizes main results from the literature comparing empirical performance of AI/ML vs humans. The chapter then addresses foundations of human heuristic decision making (and important related biases), and contrasts those with AI/ML biases. Finally the chapter touches upon how hybrid human/machine intelligence can outperform either approach.