Chris Duffy

And it is one of the biggest things that I admire in people is when they say, here's what I think.

But I also I'm open to the idea that I could change my mind if you present more information.

But if you believe one thing and then you find out new information and change your mind.

Great.

I want more of those people.

I want people who flip flop from wrong to right.

That's that's what we all should be aspiring to do.

You're from San Francisco.

You have worked in a lot of tech adjacent industries.

Your personal and professional interests have intersected with a lot of technology.

I am curious about how artificial intelligence plays into these ideas, because I'll just, you know, lay my own prejudices on the table.

One of the things that I find the most unappealing about AI is that.

it presents in my experience, at least it has always presented me with a definitive answer.

And I think that is something that makes me really deeply uncomfortable with it as the source of information for many people right now.

But I would love for you to push in the spirit of intellectual humility.

I would love for you to tell me that either I'm wrong and there's something I'm missing or that I'm right.

And that uncertainty plays in this way in some different ways.

So how do AI and uncertainty interact in your mind?

So let's start with someone who is maybe a recent graduate or early in their career and they're just swimming in this pool of uncertainty and they feel really helpless without answers.

They have no idea what job or career path they want to take or