EP399: Training AI to follow any reasoning workflow

Title: Training Language Models to Cooperate with Inference-Time ControllersSource: http://arxiv.org/abs/2607.23771v1Summary:This research proposes a new architectural primitive for language models by enabling dynamic cooperation with inference-time controllers. This allows for significant reasoning breakthroughs, offering a foundational method to steer and adapt LLMs' behavior and output in real-time, making them more controllable and efficient for agentic applications.