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Inventors have long dreamed of creating machines that think. This desire dates back to at least
the time of ancient Greece. The mythical figures Pygmalion, Daedalus, and Hephaestus may
all be interpreted as legendary inventors, and Galatea, Talos, and Pandora may all be regarded
as artificial life (Ovid and Martin, 2004; Sparkes, 1996; Tandy, 1997). When programmable
computers were first conceived, people wondered whether they might become intelligent, over
a hundred years before one was built (Lovelace, 1842). Today, artificial intelligence (AI) is a
thriving field with many practical applications and active research topics. We look to intelligent
software to automate routine labor, understand speech or images, make diagnoses in medicine
and support basic scientific research. In the early days of artificial intelligence, the field rapidly
tackled and solved problems that are intellectually difficult for human beings but relatively
straightforward for computers—problems that can be described by a list...
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