How LLMs Follow Instructions: Skillful Coordination, Not a Universal Mechanism
The episode analyzes the paper 'How LLMs Follow Instructions,' concluding that models rely on 'skillful coordination' rather than a universal mechanism. Hosts discuss that failure occurs when models struggle with state management across multiple steps. To improve reliability, the focus must shift to structural scaffolding, such as mandatory planning prompts and external tool integration.