L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning

Controlling Reasoning Length: framing and goals Motivation and high-level objective At first glance the problem is simple but practically thorny: modern reasoning models improve when they think longer, yet researchers have lacked mechanisms to direct...