> Kimi K3.1 Pro is a post-trained version of Kimi K3, with substantially larger post-training compute.

It's very nice that we entered a time where models are large enough and we can push the frontier just by training them longer.

When the next generation of gardware comes the ones on the smaller size will be running on a computer that might cost as little as a good car.

So after a home and a car, next major family purchase might be personal AI. And when the robots get good, pehraps in a decade, a fourth major purchase might pop up that will pair nicely with the third one.

Why would a family need an AI? Maybe it's the same kind of question as why would it need a personal computer.