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01 ·Paper Deep-Dives·★ MEMBER·11 min read Symbolic vs. Connectionist — Where a 60-Year Argument Stands Today AI has always had two tribes: one that writes the rules down, one that learns weights from examples. Tracing the Perceptrons book, the collapse of expert systems, and the backpropagation comeback explains why today's LLMs still call calculators and get shackled to grammars.