Google had the data, the technology and the engineers to ship ChatGPT in 2019, and bureaucracy alone is why it did not.

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• Chatbot interfaces are the wrong tool for meaningful coding work, because you are mostly hoping the model recalls the right answer and correcting it requires a human in the loop. MHMitchell Hashimoto5 Feb 2026OpenAIGoogle
• OpenAI's 2022 bet on GPT-4 was a larger gamble than any training run since: all of its compute, for months, on an architecture nobody at Google believed in. DPDylan Patel3 Feb 2025OpenAIGoogle
• You do not displace Google by attacking it head-on; you wait until the world has changed enough to make its model obsolete, which is what OpenAI did. PGPaul Graham3 Sept 2026OpenAIGoogle
• A company's staff-engineer bar should be set against the best companies in the industry rather than against its own history, which is what makes title inflation a real cost. TPThuan Pham1 Apr 2026Google
• A crewed rocket cannot be made safe by making the booster reliable, so the only real way to improve safety is to carry an escape system. JBJeff Bezos14 Dec 2023Google

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