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UC San Diego 2 Zhejiang University
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JetFlow breaks the speculative decoding speed ceiling, achieving up to 9.64x faster performance on complex tasks by aligning candidate tree generation with autoregressive models.
LLMs can parrot CAN bus data, but CAN-QA reveals they fail at the temporal reasoning and multi-condition inference needed for real-world vehicle security forensics.
