LLM training data mixture optimization breaks when training pools shift — every prior proxy experiment becomes stale.
Reasoner Text, vision Text World understanding, grounding, physical reasoning, task planning, action forecasting, embodied agent reasoning, and autonomous system decision making Generator Text, vision ...