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Existing SSD emulators are over 300x slower than SwarmIO when simulating GPU-initiated I/O, leaving researchers blind to the performance gains possible with next-gen storage systems.
Reasoning-heavy LLMs can cut their "thinking" time by up to 72% with a new scheduling algorithm that understands when the model is reasoning vs. answering.