Learning programs don't help
The syntax-semantics barrier is not overcome by complex learning procedures. A liver is complex but it doesn't understand anything. Making a program complex won't give it understanding either.
J. Christopher Maloney, 1987.


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Artificial Intelligence »Artificial Intelligence
Can computers think? [1] »Can computers think? [1]
Yes: physical symbol systems can think [3] »Yes: physical symbol systems can think [3]
The Chinese Room Argument [4] »The Chinese Room Argument [4]
The Syntax-Semantics Barrier »The Syntax-Semantics Barrier
Programs that learn can overcome the barrier »Programs that learn can overcome the barrier
Learning programs don't help
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