How Large Language Models Need Symbolism
Xiaotie Deng, Hanyu Li
Published: 2025/9/24
Abstract
We argue that AI's future requires more than scaling. To unlock genuine discovery, large language models need a compass: human-crafted symbols to guide their powerful but blind intuition.