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Advanced Micro Devices, Inc.
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Autoregressive drift in transformer models leads to a dramatic drop in exact equivalence for complex quantum circuits, revealing a fundamental limitation in current synthesis methods.
HeteroMosaic achieves up to 2.05X faster inference and 45.3% lower energy consumption by intelligently coordinating heterogeneous resources in edge AI systems.
zkComposer achieves up to 6.84x faster proof generation for zero-knowledge machine learning, revolutionizing the scalability of private model inference.
