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Applied AI·July 20, 2026·1 min read

Sources: Google is developing a specialized server chip, informally dubbed "Frozen v2", that integrates Gemini AI model blueprints in the silicon, set for 2028

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Baking Gemini’s blueprint into a 2028 server chip is a long-range bet that co-designed models and silicon will matter more than general-purpose accelerators. If you’re committing to Google’s AI stack, this points toward tighter vertical integration — and less flexibility — in your future infra choices.