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Researchers from Carnegie Mellon, University of Washington, and Arm propose AdaExplore, an LLM agent framework for GPU kernel code generation that achieves 3.12× and 1.72× speedups on KernelBench Level-2 and Level-3 benchmarks through failure-driven adaptation and diversity-preserving search, without additional fine-tuning.
The post cites Greg Brockman saying OpenAI may drop GPT-5.5 this week, calling it our nearest brush with AGI so far, and hinting the model’s self-reinforcing flywheel is already spinning and can’t be stopped.