Abstract
The problem of multiple-computations discovered by Hilary Putnam presents a deep
difficulty for functionalism (of all sorts, computational and causal). We describe in out-
line why Putnam’s result, and likewise the more restricted result we call the Multiple-
Computations Theorem, are in fact theorems of statistical mechanics. We show why
the mere interaction of a computing system with its environment cannot single out a
computation as the preferred one amongst the many computations implemented by
the system. We explain why nonreductive approaches to solving the multiple-
computations problem, and in particular why computational externalism, are dualistic
in the sense that they imply that nonphysical facts in the environment of a computing
system single out the computation. We discuss certain attempts to dissolve Putnam’s
unrestricted result by appealing to systems with certain kinds of input and output
states as a special case of computational externalism, and show why this approach is
not workable without collapsing to behaviorism. We conclude with some remarks
about the nonphysical nature of mainstream approaches to both statistical mechanics
and the quantum theory of measurement with respect to the singling out of partitions
and observables.