Symbolic vs Subsymbolic AI Paradigms for AI Explainability by Orhan G. Yalçın
How does artificial intelligence understand signs and symbols? “Neats” hope that intelligent behavior is described using simple, elegant principles (such as logic, optimization, or neural networks). “Scruffies” expect that it necessarily requires solving a large number of unrelated problems. Neats defend their programs with theoretical rigor,
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