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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Smith calls byelection in Calgary-Shaw, vote to take place Sept. 14

Alberta Premier Danielle Smith has called a byelection in a southern Calgary riding for Sept. 14. Residents in Calgary-Shaw have been without a legislature representative since May, when former United Conservative Party cabinet minister Rebecca Schulz resigned her seat. Both Smith’s UCP and the Opposition NDP named candidates for the riding in June. Smith, in a statement Monday, said her party’s candidate, Mike Derry, is community-minded and understands challenges that…

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‘Unprecedented’ number of Apple users received recent spyware alert, say investigators

An unprecedented number of Apple customers have reported receiving a recent threat notification alerting them to suspected spyware attacks targeting their devices, according to experts who investigate these types of incidents.  Several people publicly and privately reported receiving Apple’s spyware alerts over the weekend, after Apple sent out a new wave of notifications on Friday…

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