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Google's "Frozen v2" chip reportedly bakes Gemini's architecture directly into silicon for efficiency gains

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Google's "Frozen v2" chip reportedly bakes Gemini's architecture directly into silicon for efficiency gains

The Decoder · Jul 20, 2026, 6:08 PM UTC

Google is developing "Frozen v2," a server chip that bakes the Gemini architecture directly into hardware. According to internal sources, it could be 6 to 10 times more efficient than current TPUs. Scheduled for 2028, the chip would drastically cut Google's AI inference costs and could give the company a price advantage over OpenAI and Anthropic.…