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