Gary Marcus: Neuro-symbolic AI rescued pure LLMs from scaling wall

GaryMarcus · x · 2026-09-02

Gary Marcus highlights that neuro-symbolic AI integration is what drove progress, arguing that pure LLM scaling hit a wall. He notes that combining LLMs with tools and harnesses to complement weaknesses—which has always been the point of neuro-symbolic AI—resolved the plateau.

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