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Nvidia’s CUDA Tile examined: AI giant releases programming style for Rubin, Feynman, and beyond — tensor-native execution model lays the foundation for Blackwell and beyond

Nvidia’s CUDA 13.1 introduces CUDA Tile, a new tile-centric programming path that elevates GPU kernel development above SIMT. The innovation aligns CUDA with the tensor-native execution model of Blackwell-class GPUs, and lays the software foundation for future architectures built around increasingly specialized compute and data-movement engines rather than thread-level parallelism.

TikTok owner ByteDance to reportedly purchase $14 billion worth of Nvidia AI GPUs in 2026 — Company betting on Beijing’s approval following Trump admin’s ease on AI export controls

ByteDance is reportedly planning to spend 100 billion yuan, or $14 billion USD, on Nvidia’s AI GPUs in 2026. Specifically, Bytedance is eyeing up Nvidia H200 chips, following Washington’s announcement that it will allow them to be sold to approved parties in China. Beijing still has to approve these transactions, however.