Unlocking LLM Reasoning: A Deep Dive into the 'Black Box'

This exciting survey delves into the inner workings of Large Language Models, aiming to understand how they perform complex, multi-step reasoning! By focusing on the mechanisms at play, researchers are gaining valuable insights into the 'black box' of LLMs and paving the way for even more powerful and intelligent AI.

• •The survey provides a detailed look at the mechanisms behind LLMs' multi-step reasoning abilities.
• •It organizes its findings around seven key research questions, offering a structured exploration of the topic.
• •The research highlights promising directions for future investigations into LLM behavior.