AI (Artificial Intelligence)

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ByteDance Seed and Tsinghua AIR Introduces CUDA Agent: A Large-Scale Agentic RL System for CUDA Kernel Generation

ByteDance Seed and Tsinghua AIR have released CUDA Agent, an agentic reinforcement learning system that trains a large language model to write GPU kernels that beat a compiler. The gap it targets is narrow but stubborn: frontier models already produce correct CUDA, they just produce slow CUDA. On KernelBench, the base model Seed1.6 passes 74.0%

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Meet Kiefer and Amelia Chow: California siblings copying beavers to restore habitats

Kiefer and Amelia Chow have launched Eco-Engineering In Action, an initiative aimed at mitigating wildfire threats. By creating beaver dam analogues, they replicate natural flood control systems that effectively slow water flow, enhance wetlands, and reduce wildfire risks. Their efforts, driven by youth volunteers, have successfully restored over thirty-five acres of wetland, inspiring the next

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