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Dense process supervision can transform RL training by providing step-level rewards that enhance credit assignment, leading to superior performance in complex reasoning tasks.
MultiCompose reveals how to maintain distinct identities and accurately bind attributes in multi-subject image generation, outperforming existing methods and exposing previously hidden failure modes.
