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BlockMGARD accelerates scientific data compression on GPUs, achieving up to 9.1x faster throughput while preserving critical features through adaptive error control.
Reasoning segmentation gets a boost: forcing models to describe what they see before reasoning cuts chain length by 42% and improves accuracy.