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How Large Language Models Need Symbolism

Published 24 Sep 2025 in cs.CL and cs.AI | (2509.21404v1)

Abstract: We argue that AI's future requires more than scaling. To unlock genuine discovery, LLMs need a compass: human-crafted symbols to guide their powerful but blind intuition.

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