#inference

2 results

tech Explainer

June 7, 2026

CPU vs GPU vs TPU: Picking the Wrong One Is Expensive

CPU for complex control flow, GPU for large-scale parallel computation, TPU for matrix operations pushed to the extreme. For most engineers, the real decision is cloud inference on GPU vs CPU, and when a TPU rental is worth it.

#cpu #gpu #tpu #ai-hardware #machine-learning #inference #training

tech Explainer

May 3, 2026

LLM Inference in Three Layers: Decoding, Workflow, and Reasoning

LLM output quality is determined at three distinct layers: token-level decoding strategy, task-level workflow design, and model-level reasoning capability. Knowing which layer your problem lives in is the fastest path to fixing it.

#ai #llm #inference #chain-of-thought #decoding-strategies #ai-agent #machine-learning