Grant Harvey

I think there's a lot of room to run in terms of creating a more optimal or a better AI user experience between now and August 2026.

And so if I had to guess what that form factor is, I think it'd be a lot more voice and talking and a lot less hard formatting structured prompts is my guess.

A hundred percent.

I think that that part of the process is going to get abstracted away as much as possible.

And by that, I mean it goes to the back end.

The engineers are doing it so that you, the user, as a regular knowledge worker, don't have to think about, ooh, I got to make sure that I give it my task and my goal and I have to structure it in a certain way.

And it's better if I put my goal first versus my context first versus when do I put things in the order.

I think that gets abstracted away as much as possible, unless the model architecture changes a lot.

And so then it'll just be you, Corey, basically saying,

What's up?

This is what I'm trying to do.

What do you need from me to do it?

Or the AI even prompts you.

It's like, what are you trying to do today, Corey?

And here's what I need from you in order to do it.

And makes it a lot simpler.

That has a lot to do with how the images are labeled.

Like if you look at, you know, the data sets for how they train images, you're basically asking a human or in certain cases an AI to go in and describe all of the aspects of the image so that it's properly labeled so that everything that is black and white, you know, is labeled black and white.

And so the model knows, OK, if you use the word black and white, I know what that looks like and vice versa.

So for image prompting, it makes perfect sense.