Conscious rule-interpreter can elaborate its capacities
The one-trial learning process McCarthy describes is carried out by a conscious rule-interpreter, which learns and applies new rules immediately—comparatively slowly—and then encodes them in the weights of the intuitive processor—comparatively fast.
How the conscious rule-interpreter would change its weights for one-trial learning is the subject of current research.

Paul Smolensky, 1988b.
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Artificial Intelligence »Artificial Intelligence
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Can computers think? [1] »Can computers think? [1]
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Yes: connectionist networks can think [5a] »Yes: connectionist networks can think [5a]
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The Subsymbolic Paradigm »The Subsymbolic Paradigm
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Connectionist networks can’t elaborate capacities quickly »Connectionist networks can’t elaborate capacities quickly
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Conscious rule-interpreter can elaborate its capacities
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