What are some of the key lessons from their long road to commercialization

autonomous driving has really highlighted the friction that can emerge when you bring an imperfect automated solution or system into situations that require perfection.

Since ChatGPT was launched in November of 2022, consumer LMs have made super fast progress.

We take the functionality for granted, but the speed of progress has been remarkable.

In large part, that's because you already had a wealth of data.

And I think it's likely that will probably exhaust the entirety of internet data and some portion of printed text for pre-training in less than five years, which is crazy to think about.

But beyond data, the safety threshold was also pretty low.

These were industrial companies, and all we did was talk about AI and data centers and electricity.