Google invented the transformer architecture that powers ChatGPT. Then watched OpenAI commercialize it. This is the research-to-product gap that consensus culture creates. The AI threat woke them up. Gemini and AI integration are the response. The question: can a company this size move fast enough when the threat is existential?
Consensus culture slows decisions. AI competition forced faster movement. Gemini launched under pressure.
Killed Google+ (eventually). Stadia dead. But many products linger. Gemini image issues fixed fast.
Research talent strong. But AI researchers leaving for startups. Knowledge walks out door.
Search ads fund everything. YouTube locked in. Cloud growing but not dominant.
AI talent war with OpenAI, Anthropic (founders left Google). Still attracts but retention harder.
AI infrastructure massive. YouTube content costs. But ads fund everything.
Research published but productization slow. "Transformer" invented here, OpenAI commercialized it.
"Google invented the transformer architecture that powers ChatGPT. Then watched OpenAI commercialize it. This is the research-to-product gap that consensus culture creates."
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