From Parrot to Thinker: Unleashing Reasoning in LLMs with Chain-of-Thought Prompting

The magic of large language models (LLMs) often feels like they possess genuine understanding and reasoning abilities. However, beneath the surface, many of these models are fundamentally pattern-matching machines. They excel at predicting the next w...