Remember when the authors of the Transformer paper all vanished from Google within a few years of publishing?
It was the first real warning sign that Google is a place where you can invent the future, but you cannot actually build it. The latest shakeup in the AI ranks is just the latest chapter in that saga. Google creates the tools that the rest of the world uses to beat them, and then they act surprised when they find themselves playing catch-up.
Jeff Dean is a legend. He is basically the human embodiment of Google’s infrastructure, the kind of engineer who writes code that becomes the law of the land for a decade. But when the guy who built the foundations is shifted around, it is rarely about a “new challenge.” As the Vergecast discussion suggests, this is a pattern of shuffling deck chairs on a ship that is currently being outpaced by smaller, leaner boats.
Google is trying to find a way to ship products without the internal friction that makes a simple UI change take six months. (I have seen the internal ticket systems; they are a nightmare). Shifting leadership is a desperate attempt to bypass bureaucracy by simply changing who is in the meeting. It is a classic corporate move: when you cannot fix the culture, you move the people around and hope the friction disappears by magic.
Merging Brain and DeepMind was supposed to be the “one ring to rule them all” move. In reality, it is more like trying to merge two rival football clubs into one team—you just end up with two sets of egos fighting over who gets the captain’s armband. The culture at DeepMind was academic and prestigious, focused on the long game. Brain was more about scale, production, and the immediate needs of the Google ecosystem.
You cannot just merge two org charts and suddenly get a model that beats Claude 3.5 Sonnet. The friction is cultural, not structural. Does anyone actually believe a new reporting line solves a lack of agility? It doesn’t. It just adds another layer of middle management to the process. The result is a fragmented identity where no one is quite sure if they are running a research lab or a product factory.
Gemini is a capable model, but it feels like it is being steered by a committee of twelve people who are all terrified of a PR disaster. This shakeup is a signal that the “safe” approach failed. But the problem is not the people; it is the process. Every output is filtered through so many layers of caution that the final product feels lobotomized.
Google is fighting its own size. They have the compute, they have the data, and they have the talent. But they are playing a game of chess where every move requires a signed-off PDF from three different VPs. It is like trying to win a Formula 1 race while stopping for a safety inspection every two laps. The result is a product that arrives late and feels sterilized. Or maybe the sterilization is the point—Google is too big to take the risks that OpenAI takes every single Tuesday.
This is not just a shakeup; it is a leak. When the top brass moves, the mid-level engineers start polishing their resumes. They aren’t just looking for more money (though the equity at a lean startup is far more attractive than the slow grind of a Google L7). They are looking for a place where they can actually ship code without spending half their day in “alignment” meetings.
The momentum has shifted entirely. OpenAI and Anthropic are lean and aggressive. Google is a tanker. You cannot turn a tanker in a swimming pool, no matter how many times you rename the departments or move the legends around. We will see another senior VP-level exit from the AI division by Q3.
Google is reorganizing its way into irrelevance.
