Sergey Brin, Google Co-Founder | All-In Live from Miami

The segment opens with a cold-open teaser that previews several later moments: a remark that someone had "started submitting code" and "freaked everybody out," a claim that models do better when threatened, a line that management is "the easiest thing to do with AI," and a comment about running into bureaucracy at a company one co-founded. It is followed by the introduction of a special guest.

Asked about going to work every day, one speaker calls it "some of the most fun I've had in my life, honestly" and says they retired roughly a month before COVID hit, "in theory." The plan was to hang out in cafes and read physics books, but within about a month that plan was not happening, and the speaker began going back to the office once offices reopened.

The speaker credits a chance encounter at a party with a man from OpenAI named Dan, who asked what they were doing and called the present "the greatest transformative moment in computer science ever." Having already started going into the office a little, the speaker concluded he was right. The exchange also touches on the speaker's background: someone notes they were a computer science PhD student, and the speaker jokes that the PhD is not finished and is "Technically on leave of absence."

But being a computer scientist, it is, you know, the most exciting thing of my life just technologically.

On the reports of submitting code, the speaker plays them down. The changes were minor: adding themselves to get access to some systems and "a minor CL here or there," with "Nothing nothing that's gonna win any awards." The speaker gives two reasons for touching different parts of the system: it is fun, and it means they know what they are talking about. They describe it as a privilege to return without real executive responsibilities while being able to go deep "into every little pocket."

One participant frames the current period as exponential, saying its pace "dwarfs anything we've seen in our career" and that decades of prior work are compounding. The same participant recalls Google growing from 100 users and 10 employees to products used by more than 2 billion people, though the count is stated loosely as "six products or five products," with the added remark that most people on the planet touch Google products.

The answer reaches back to Mosaic and Netscape and the old "what's new" page, which listed a handful of new websites each week, such as an elementary school or a fish tank. The speaker grants that the web developed "Quite rapidly" and was followed by smartphones, but draws a technical distinction: the web spread without changing much from month to month, while AI systems themselves change substantially over short periods.

if you went away somewhere for a month and you came back, you'd be like, woah. What happened?