This content was created by Lenny Rachitsky. This content was uploaded by Lenny Rachitsky. This is a YouTube video titled "How is AI evolving?" created on October 10, 2025, discussing the evolution of AI from models knowing things to models doing things, and the implications for change management and policy in the next few years.
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The general trend right now is going from models knowing things to models doing things. The next question becomes, well, what can it do for me? And as soon as you get into that world, that's where the environments start to come into play. How do you navigate a healthcare system? How do you navigate even like a weather app on your phone? And how does the agent make decisions for you? We're just getting into the beginning of that. It'll be very interesting to see how quickly that happens. And I think that's where a lot of the speculation has a wide variance. Because, because we're at the beginning of it, people take different trajectories on, like, how that's going to improve. And so if you take a trajectory of like the most aggressive trajectory, which is like, oh, it's actually going to be quite easy to train on these things, then it's just a change management exercise in the economy. The adoption curve then becomes like a human and policy issue, not a technological issue. We're not there from the technology standpoint. I do think in the next two to three years, if I have to make a guess, is the technology will get to a point where it will push the change management and policy makers to say, like, oh, what do we do with this? Because it's getting pretty close. That's probably two or three years away.
