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Deep learning and neural networks

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The Illusion of Understanding

· 6 min read
Oleh Shynkarenko
Technical Writer & SDK Specialist

Syntax, Semantics, and the Limits of Machine Thought

Do AI systems truly "think," or do they simply imitate thinking by manipulating symbols? When we ask this, we are really trying to understand whether there is a real difference between syntax and semantics — between a sign and its meaning. This difference is central to how we understand thinking itself.