Designing High-Performance GPU Kernels with TileLang: Tensor-Core GEMM, Fused Softmax, FlashAttention, and Autotuning

@tilelang.jit(out_idx=[-1]) def make_matmul(M: int, N: int, K: int, block_M: int = 128, block_N: int = 128, block_K: int = 32, num_stages: int = 3, threads: int = 128, use_swizzle: bool = False, dtype: str = “float16”, accum_dtype: str = “float”): @T.prim_func def main(A: T.Tensor((M, K), dtype), B: T.Tensor((K, N), dtype), C: T.Tensor((M, N), dtype)): with…

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Why AI Will Humble Regulators

Illinois has chosen to move before Washington. Gov. JB Pritzker signed the Artificial Intelligence Safety Measures Act on July 6, 2026, adding transparency, accountability and audit requirements for the largest artificial intelligence developers. The law applies to companies generating more than $500 million in annual revenue and building models trained with massive computing power. It…

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Anthropic launches Opus 5 | TechCrunch

On Friday, Anthropic launched its Opus 5 model, the newest version of its long-standing heavyweight model. While smaller than Fable 5, the model will be both cheaper and less restrictive than Fable, likely making it preferable in most use cases. Notably, Opus 5 actually outperforms Fable 5 on a number of benchmarks included in the…

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China-US AI Race Escalates, OpenAI Models Break Free, and Why You Should Check Your Car Alarm

Leah Feiger: I do. The last few days, this has popped up. You’re like, “I’ve been hearing them.” It’s like, “Oop, Zoë, your invoice is ready.” And I’m like, “What is happening over there?” Zoë Schiffer: You’ve been hearing them. It’s embarrassing. That is embarrassing. Leah Feiger: It’s kind of wild. No, honestly, if it’s…

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