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PerfAgent doubles the rate of expert-level code optimizations by leveraging profiler-guided feedback, revealing hidden performance bottlenecks that traditional methods miss.
Balanced non-native representations can match the performance of native representations in Muon-style optimizers, challenging assumptions about representation necessity.