TUESDAY, JULY 21, 2026 48° E  /  GLOBAL TECH · SUMMARISED SUBSCRIBE
AI, business, devices, policy — global tech, summarised every 30 minutes.
Devices · 5h ago

Google builds 'Frozen v2' chip with Gemini architecture in silicon

By Meridian48 News Desk · Summarised from Tom's Hardware ·

Google is developing a server chip called 'Frozen v2' that embeds part of its Gemini AI model's architecture directly into the hardware. Engineers project the chip will deliver 6 to 10 times more tokens per watt than Google's latest TPUs. The move aims to dramatically improve AI inference efficiency for large language models.

Meridian48 take
This could give Google a significant edge in AI inference cost and speed, but the real test will be whether the architectural integration scales beyond a single model generation.
Read the full reporting
Google reportedly developing 'Frozen v2' chip with Gemini's architecture etched into the silicon — engineers project 6 to 10 times more tokens per watt than latest TPUs →
Tom's Hardware
google-aicustom-silicon
More devices briefs
Go deeper on devices
AllAIStartupsBusinessDevicesPolicySecurityDev ToolsPakistan