THE AI INFERENCE REVOLUTION IS HERE

Summary from the TLDR Dev newsletter

Inference demand is shifting hardware design toward memory bandwidth, specialized decode chips, wafer-scale systems, stacked memory, and aggressive quantization. Prefill and decode favor different architectures. Future systems may combine several chip types rather than rely on one universal accelerator.