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"AlphaGo Moment for Model Architecture Discovery." 1,773 autonomous experiments over 20,000 GPU hours discovered 106 novel SOTA linear attention architectures. Top model (PathGateFusionNet) outperforms Mamba2 and Gated DeltaNet.