k-search-kernel-generation-world-models

Generate optimized GPU kernels by treating LLMs as planning engines that co-evolve with a world model. Decouples high-level algorithmic planning from low-level implementation, enabling structured search through optimization strategies. LLM world model estimates priority scores for pending optimizations while iteratively updating understanding based on execu…

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