TLDR Tech / Dev
The AI Inference Revolution Is Here
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.
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