Computer-aided engineering

So it's good at language, it's good at coding, it's good at 2D images, and kind of bad at 3D stuff, especially parametric CAD.

And there are reasons for that, right? The CAE tools, especially the traditional ones, you know, they take years to learn to use and find all the menu items, and they live on desktops, and they're hard to get into the agentic harness.

Data is locked behind corporate firewalls and hard to get enough volume of.

Simulation is hard, just fundamentally.

And I made this, uh, radar chart at the, uh, Text to Spaceship symposium six months ago.

But just in that six months between then and now, it's gotten less jagged.

You know, parametric CAD, Claude has an official plugin to a major CAE platform, right? You can, you can use Claude with Fusion three sixty, and, you know, it's really gotten pretty good at parametric CAD.

It's gotten better at physics.

We think that Microsoft was in a good position to develop this framework because we are one of the companies and the upper-clinical users for accessing data.

We are capable of reading more than 35 CAD formats and the same or the CAE file formats.

So we have seen a lot of data over the time.

And also we have technology for visualizing CAD data and also CAE.

So we move to the next step, how we can use AI for the CAD.

But this doesn't come with an easy answer.