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Training on the entire deployed matrix can unlock up to 81.4% of a model's capacity that was previously unreachable, leading to unprecedented performance gains in low-rank distillation.
Reinforcement learning can transform how models autonomously verify scientific accuracy, achieving near-human levels of reasoning in error detection.