Min-Liang Tan

So for example, a ChatGPT subscription, right?

Or a Grok subscription for that matter.

I do see value out of it, and that's why I pay for it.

And that's the way I see it.

I don't see myself as paying for AI per se.

I see it as, you know, what am I getting out of a chatbot, for example, that can advise me on travel matters, health matters, whatever it is, my day-to-day and stuff like that.

Is that worth 20 bucks to me?

you know, and in the, in the case, you're a billionaire.

So I see that, I mean, huge amount of investments are going to, we are investing into AI, I think, as we speak.

But I do see the potential, I think, at this point of time.

In many cases, you know, in terms of, I mean, look at the number of paid subscribers for ChatGPT, for example.

So people do see the value in terms of whether it's a chatbot, AI, so on and so forth.

And, you know, I do think the reality,

the potential is going to be realized.

Now, in many cases, I think there will be AI slot that we will go some, I mean, I've paid for subscriptions at the start where I thought it was going to be great, but I've canceled them, for example.

But I do believe that in many cases, and in some cases that we have not even envisaged yet, the potential will be realized.

I would say that...

The outcome that we see, and I think it's going to be the likely outcome, is that AI tools are going to be helping human developers develop faster and better.

And I think that's the natural outcome, right?

Where we're talking about graduating, whether it's an analog course,