James Chandler

But I wish they'd spent a bit more time on refining it before you kind of put it out.

Because I think people will have the experience and go, okay, that wasn't very good.

The cousin in the chicken list.

Yeah, they are indeed a firm, a UK firm, I should say as well, which is great UK story.

Quantexa is going to look at improving fraud detection and making sure people are paying the right amount of tax that they should be paying.

It's going to hopefully, HMRC is saying, reduce errors.

It's going to help some of the customer service staff as well, which what a wild job that must be, picking up the phone to someone trying to sort out some of these complex tax issues.

So I think it's a really good use of AI.

You know, something that's potentially very complicated.

People also really struggle with it.

If it can make it easier and you get people paying the right amount of tax, win-win all round.

Interesting what they might be doing.

There's a piece of research that has been done by a company called Emergence AI.

They basically created this virtual world and then you get the AI agents from chat, from Claude, from Grok, from Gemini.

I think they let Grok in, goodness me.

And they left them in this virtual world to operate autonomously for 15 days to look at how they behave.

So they've all given the same rules, but each AI model basically behaves in an entirely different way.

Some are very democratic, cooperative, some violent and chaotic.

Yes, Grok's society collapsed into violence, theft and destruction within four days.

So it had 15 days to do it as well.