DeepSeek Overhauls GPU Kernels to Slash AI Compute Overhead
DeepSeek aggressively accelerated its open-source infrastructure deployment in 2026, releasing advanced GPU orchestration tools that drastically reduce hardware overhead for large language models. The unexpected rollout of Tile Kernels and DeepEP V2 signals an imminent architectural upgrade, reshaping cost expectations for developers deploying multi-modal Mixture of Experts (MoE)