Allie K. Miller

And if four out of the five agreed, right?

Just like those recaptures, like where's the bicycle?

Yes.

If a whole lot of people agree, you should feel pretty confident that that is, you know, directionally accurate.

Start using it with things that you know very, very well to get a sense of that bullshit and anchor it to grounded data, like give it access to the internet, give it context documents.

That's always going to improve it.

The majority of errors that people show me where they go, see, Allie, I knew it.

AI doesn't know anything.

I open it up and I go, it didn't browse the internet.

You're asking it a question about like the Mario movie and it's giving you, you know, answers based on data from 2024.

Of course, it's just making stuff up.

That is one.

And then the last tip is going back to it and saying, no, I found an error.

Even if you didn't find anything and just saying, no, a lot of this is wrong.

Go and read through it again.

And just kind of poking and prodding and not settling for a first go is also going to be super helpful.

But you're right.

The hallucination rate is still, you know, it's very low.

It's under 1%.

But it's enough that on very high risk things, I am poking and prodding too.