
Inference chips: Why AI financiers are betting $400 million on new processors
It seemed AI's future was all about raw power for training models. But big investors are now shifting gears, pouring $400 million into "inference" chips.
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Saturday, August 1, 2026
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It seemed AI's future was all about raw power for training models. But big investors are now shifting gears, pouring $400 million into "inference" chips.

In 2026, choosing between cloud APIs (Claude Opus 4.8, GPT-4.5, Gemini 2.5 Pro) and local models (Llama 4, Mistral Large 3) is no longer an abstract technical choice: it depends on your data, budget, and privacy needs. Ollama and LM Studio now make it trivial to install powerful models on your PC. This article helps you decide which path actually makes sense, with 2026 data.
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