Can you just talk about that a little bit and just, just give a bit of an explainer, as it were, as to where, where we've come from, where we're going and, uh, and you know, how that's all panning out?

So we, we are moving from LLMs, which are chatbots, which are trained on lots of, um, lots of knowledge.

Um, and they give you a response based on that knowledge, um, of what they have been trained on.

We then moved into, uh, GPTs or a- light agents who you could train on your own data.

So you could upload a spreadsheet, you could upload something and give it extra context that it could hold about what you or your organ- organization wanted to achieve.

Then you move on to agentic, which is where the agents are talking to each other and sharing context about their role and about their knowledge with another agent who knows what it's supposed to do with that.

Um, and then it will then talk to other agents.

Mm-hmm.

witchcraft kind of

thing? Maybe, maybe.

And look, I mean, let's not dwell too much on that word, but I think you're right.

There is definitely...

Look, we've had scams like this since the days of the Nigerian princes, and even before.

Any technology can be used for Good or less than good.

And our responsibility, I think, as people who work in tech, is to try and help people use them for good.

What about the AI doomers? What percentage of people are you coming in contact with that are like adamantly against it?

[laughs]

Yeah.

[laughs] Um, Ikig- Ikigai is, um, a Japanese principle of, um, successful living.

So how you can find a way to live so that you can find a job, purpose, vocation that can do four things.

Something you're good at, something the world needs, something you can get paid for, and I always forget the fourth one.

And something that the world can...

Something that does g- does good.

Mm-hmm.