Brin shapes Gemini's model sizes and release windows from a converted microkitchen

Getting Google's chips can be difficult even for the Gemini team. The official route is a formal request that needs sign-off from senior managers, according to Business Insider ^[6]. Two people told the outlet that teams also trade work with other groups in exchange for their chips ^[7]. The less official route, they said, is to go to Brin ^[8].

So the unofficial route to accelerators is Brin himself, and the customer waiting on a model version is waiting on the same person.

Frozen is the clearest case of what Brin can do from that desk. Dean's project would have built a version of the Gemini architecture into the silicon, and Brin cut it in 2025 ^[10]. Google later revived it as Frozen v2, then stripped away some of its resources this year, one person said ^[11]. The program has changed direction three times ^[12]. Dean declined to comment to Business Insider ^[13].

One former employee told Business Insider that Brin wants to run Gemini like a startup ^[14]; another said the promise of the kitchen was that it could help cut through the politics ^[15]. Brin has been public about his method. At a question-and-answer session at AGI House in San Francisco he said he would often poke and prod teams, and called himself "a little bit of a rabble-rouser" ^[16]. He has also pushed staff to focus on recursive self-improvement, and current and former employees described him as very invested in the idea ^[17]. In 2025 he told staff in an internal post that about 60 hours of work a week was the sweet spot for productivity, a message the New York Times first reported ^[18].

Google declined to comment to Business Insider, and TNW said it had not independently verified the report ^[19]. Business Insider also said Brin has spent less time in the kitchen in recent months, sometimes appearing on alternate weeks ^[20].

A Gemini dependency in a 2026 plan falls into two columns. One column is what Google publishes and you can check yourself: model versions, deprecation notices, prices. The other is what you are inferring about who decides, including which release window slips and whether chips exist for the variant your workload needs. The first column is what you can hold Google to in a contract. The second is a contingency plan, weighted at whatever unnamed sourcing is worth to you.

Gil Luria, head of technology research at the investment bank D.A. Davidson, told Business Insider that Google needed a big change that would cut through its bureaucracy ^[21]. The report says Google has fallen behind the frontier and that its next model, Gemini 4, is under pressure as a result; it also says Google has lost researchers including John Jumper and Noam Shazeer, and has rehired Barret Zoph, a cofounder of Thinking Machines Lab ^[22]. Google says its latest Gemini model shows significant improvements in coding ^[23].