Last Mile Reasoning

Kanjun discusses the critical need for systems to enhance their reasoning capabilities, focusing on verification and ambiguity. These elements are essential for ensuring that models can make correct decisions and seek clarification when needed. While prompt-oriented strategies are appealing, they fall short in addressing verification challenges, prompting a deeper exploration of reinforcement learning as a complementary approach.