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Performance gaps of up to 86.27% among AI agents in EDA workflows reveal that architecture matters more than just domain-specific skills.
Score function modulation unlocks 2.4x faster RL fine-tuning of Flow Matching policies, outperforming prior methods by decoupling control over the mean and variance of stochastic transitions.