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Explore the key differences between Prefill and Decode in LLMs, how each stage uses GPU resources, and how TTFT, TPOT, and KV caching affect inference performance.
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Capital is moving toward real infrastructure again.
Robots are leaving controlled demos and entering factories, labs and everyday work. The next platform shift will not live only on a screen.
Read the full reportExplore the key differences between Prefill and Decode in LLMs, how each stage uses GPU resources, and how TTFT, TPOT, and KV caching affect inference performance.
Read storyNov 10, 2026 · 8 min read
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The five stories, shifts and ideas worth carrying into the week ahead.