 In searching for reductive unity underlying the variety of cognitive systems, Paul Churchland (1982) once recommended descending “below” neurobiology and even biochemistry, to the level of nonequilibrium thermodynamics. He insisted that finding reductive unity there was more than a bare logical possibility because of some parallels between biological processes, whose multiply realized kinds find reductive unity there, and cognitive activity, especially learning.