Therac-25

And of course, these are very highly regulated.

And all of us remember various catastrophes, Therac-25 and others, where pieces of software in medical devices have not worked as they want.

You want your pacemaker to have unit tests, right, Jeffrey? Yes,

absolutely.

I think it makes sense.

Like, you know, you know, Therac 25 was very much, you know, was human caused, but You know, I feel like the medical industry learned a lot of lessons in the aftermath and folks are and folks are rightfully a lot more careful when it comes to human physical safety.

Yeah.

So if we think about kind of like where all of this is going, do you think that the autonomous software industry, engineering front that you're developing, do you think that it actually democratizes innovation? Or do you think it eventually concentrates the power among companies with the best infrastructure and the best models?