J. Mark Kim

Flow-of-Options: Diversified and Improved LLM Reasoning by Thinking Through Options

We present a novel reasoning approach called Flow-of-Options (FoO), designed to address intrinsic biases in Large Language Models (LLMs). Flow-of-Options enables LLMs to systematically explore a diverse range of possibilities in their reasoning, as demonstrated by an FoO-based agentic framework deve…