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Google's 'Frozen v2' chip to boost Gemini efficiency 6-10x by 2028 · 5 sources tracked

By PulseAugur Editorial · [8 sources] ·

Google is reportedly developing a new server chip, codenamed "Frozen v2," designed to integrate its Gemini AI architecture directly into silicon. This custom hardware is expected to offer a significant efficiency improvement, potentially being 6 to 10 times more effective than current Tensor Processing Units (TPUs). The chip, slated for a 2028 release, aims to drastically reduce Google's AI inference costs and could provide a competitive edge against rivals like OpenAI and Anthropic. AI

IMPACT This custom chip development by Google could significantly lower AI inference costs, potentially impacting pricing strategies and competitive dynamics with other major AI players.

RANK_REASON Significant industry move: AI hardware development by a major tech company.

Read on The Decoder →

AI-generated summary · Google Gemini · from 8 sources. How we write summaries →

Google's 'Frozen v2' chip to boost Gemini efficiency 6-10x by 2028 · 5 sources tracked

COVERAGE [8]

  1. The Decoder TIER_1 English(EN) · Matthias Bastian ·

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

    <p><img alt="" class="attachment-full size-full wp-post-image" height="768" src="https://the-decoder.com/wp-content/uploads/2026/07/google_gemini-2.png" style="height: auto; margin-bottom: 10px;" width="1376" /></p> <p> Google is developing "Frozen v2," a server chip that bakes t…

  2. Tom's Hardware TIER_1 English(EN) · Luke James ·

    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

    Google is developing a server chip, informally dubbed "Frozen v2," that would etch part of its Gemini model's architecture directly into the silicon.

  3. TechCrunch AI TIER_1 English(EN) · Lucas Ropek ·

    Google is working on a new AI chip designed to make Gemini more efficient

    Alphabet, Google's parent company, is reportedly working on a new chip designed to make its Gemini models run much more efficiently.

  4. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    Google is building a custom AI chip to improve the efficiency of its Gemini models. # AI # Automation Source: TechCrunch AI https:// techcrunch.com/2026/07/20/g

    Google is building a custom AI chip to improve the efficiency of its Gemini models. # AI # Automation Source: TechCrunch AI https:// techcrunch.com/2026/07/20/goog le-is-working-on-a-new-ai-chip-designed-to-make-gemini-more-efficient/

    LINKS techcrunch.com/…/google-is-working-on-a-n…
  5. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    Google's 'Frozen v2' chip embeds Gemini's architecture in silicon for 6-10x efficiency gains, targeting lower inference costs by 2028. # AI # Automation Source:

    Google's 'Frozen v2' chip embeds Gemini's architecture in silicon for 6-10x efficiency gains, targeting lower inference costs by 2028. # AI # Automation Source: The Decoder AI https:// the-decoder.com/googles-frozen -v2-chip-reportedly-bakes-geminis-architecture-directly-into-sil…

    LINKS the-decoder.com/googles-frozen-v2-chip-re…
  6. Mastodon — mastodon.social TIER_1 Deutsch(DE) · aisyndicate ·

    Google's Frozen-v2 chip aims to map the Gemini architecture closely to hardware and, according to sources, offers 6 to 10 times the efficiency of TPUs. This reduces inference costs.

    Googles Frozen-v2-Chip soll Gemini-Architektur hardwarenah abbilden und laut Quellen 6- bis 10-fache Effizienz gegenüber TPUs bieten. Das senkt Inference-Kosten drastisch, verschiebt aber die Hardware-Abhängigkeit weiter nach unten. https:// the-decoder.de/googles-frozen- v2-chip…

    LINKS the-decoder.de/googles-frozen-v2-chip-sol…
  7. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    Google is working on a new AI chip designed to make Gemini more efficient https://techcrunch.com/2026/07/20/google-is-working-on-a-new-ai-chip-designed-to-make-

    Google is working on a new AI chip designed to make Gemini more efficient https://techcrunch.com/2026/07/20/google-is-working-on-a-new-ai-chip-designed-to-make-gemini-more-efficient/ # AI # Hardware # Chips

    LINKS techcrunch.com/…/google-is-working-on-a-n…
  8. Mastodon — mastodon.social TIER_1 Polski(PL) · aisight ·

    Google designs the Frozen v2 processor, which integrates the Gemini model architecture directly into hardware. The new chip is said to be up to 10 times more efficient than current ones.

    Google projektuje procesor Frozen v2, który integruje architekturę modelu Gemini bezpośrednio w sprzęcie. Nowy układ ma być do 10 razy wydajniejszy od obecnych jednostek TPU. # si # ai # sztucznainteligencja # wiadomości # informacje # technologia https:// aisight.pl/hardware/fro…

    LINKS aisight.pl/…/frozen-v2-google-architektur…

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