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Expert design guidance nearly doubles LLM agent speedups for GPU kernel generation, yet agents still miss critical low-level optimizations.
Achieving superior performance with one-third the resources, Qwen3.8-Flash-Next redefines efficiency in large-scale language models.
EDA not only corrects the current memory write but also actively removes outdated information, leading to superior performance in long-context scenarios.