Cerebras Systems posts strong Q1 2026 results as AI accelerator demand surges, while China doubles down on nuclear infrastructure to power its AI boom—underscoring the intensifying hardware arms race. Meanwhile, llama.cpp continues rapid iteration with multiple builds pushing local inference optimization, and Energy's quantum computing push signals the next frontier beyond traditional AI chips as companies race to solve compute bottlenecks.