Wired (Dec. 5) -- Machine learning software is not going to replace human expertise, says William Paul King, a professor of mechanical science and engineering at Illinois who was not involved in the research of a team seeking to alter an alloy to make it compatible with a 3-D printer. The team had to tell the algorithm explicitly what chemical properties they were looking for. “It required significant expertise from them,” King says.