A Plausible, Incremental Strong AI Account of the Origin and Evolution of Language Jerry R. Hobbs Artificial Intelligence Center SRI International I assume an abductive account of interpretation in general, in which to interpret a situation is to find the best explanation for the observables. I also assume an abductive account of discourse interpretation, in which to interpret a sentence is to find the best proof of its logical form, allowing assumptions, with respect to a knowledge base consisting of Horn clause axioms. Increases in knowledge of language, whether in learning, development, or evolution, are seen as results of incremental modifications on the axioms, axiomatizations of common proofs, and the employment of theories motivated independently of language. Within this framework, I describe how two of the principal features of language could have evolved -- Gricean nonnatural meaning and syntactic structure. The development of Gricean meaning is seen as the employment of increasingly complex folk theories in the interpretation of utterances as actions. The development of syntactic structure is seen as increasingly specific constraints on the interpretation of the adjacency and proximity of strings of words as expressing predicate-argument relations. One of the principal difficulties in understanding the origin and evolution of language is in imagining plausible, incremental, intermediate steps. This talk seeks to begin to remedy this situation.