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@GaryMarcus The symbolic tools point is underrated. If harnesses and verification are doing the heavy lifting, that changes the scaling stor…
Gary Marcus discusses how symbolic tools and verification methods may be undervalued in AI development, suggesting that if harnesses and verification systems are performing the primary computational w
Gary Marcus discusses how symbolic tools and verification methods may be undervalued in AI development, suggesting that if harnesses and verification systems are performing the primary computational work, this could fundamentally alter predictions about how AI systems scale and improve. The post implies that current scaling narratives may overlook the importance of structured, symbolic approaches alongside neural scaling.
Source: Gary Marcus (X) | 2026-05-09