Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Essentially all reasoning boils down to using chain-of-thought.

https://arxiv.org/abs/2201.11903

  • LLM gives you the reasoning process

This is what led to Prompt Engineering.

Citation

(Wei et al., 2022)

Wei, J., Wang, X., Schuurmans, D., Bosma, M., Ichter, B., Xia, F., Chi, E., Le, Q., & Zhou, D. (2022). Chain-of-Thought Prompting Elicits Reasoning in Large Language Models. https://arxiv.org/pdf/2201.11903