Forget Token in AI: LLM Now Predicts DECISIONS (No JEV)

The Distillation Breakthrough No One Saw Coming By changing the unit of supervision from the "token" (a linguistic artifact) to the "semantic action" (an environmental intent), the researchers have solved the state-mismatch of Offline Distillation while entirely sidestepping the restrictive, white-box logit requirements of Token-Level On-Policy Distillation. "ActionOPD" is not just another distillation algorithm; it is an architectural paradigm shift. The authors have effectively built a universal API for passing intelligence between vastly different AI brains. All rights w/ authors: A