Generative pre-trained transformer

Okay, so there's a, uh...

In 2026, GPT 5.4 Pro cracked a conjecture in number theory that has stumped generations of mathematicians.

The Jacobian conjecture, which has stumped mathematicians since 1939, was also solved by AI.

Okay, stuff's happening.

And so they're even more oblivious to this new opportunity thanks to AI.

And now GPT-6 Astra and Fable 5.1 and whatever the next model is gonna be just make it even more possible.

And your competitive advantage here is that the average person is just completely oblivious.

They don't do anything, and they're not going to change their habits.

But if you watch through this and you try to understand it, then when you go about using AI the next time around, you'll start to notice it and implement new things.

Now, the problem with AI is that people think of it as some kind of just all-powerful being.

And since it's not an all-powerful being, even though we essentially have AGI at this point, and many GPT-6 Astra and Fable 5.1 still aren't able to do things very well without proper context.

But since it's not an all-powerful being, when it doesn't do exactly what they want, what the person wants because they don't know what they want, they just assume it's only capable of generating slop.

70% chance of everyone killing.

Actually, chat GPT says there's a

70% chance.

We're more likely to kill off humanity than the other one.

And there's also the concern of the ability for it to think for itself.

This is the thing we keep coming back to, this thinking for itself.

OpenAI say that in the last version of a chat GPT that was launched, I can't remember the exact figure, but a considerable amount of the code was written by AI itself.

Yes.

I was reading, I was just going through.

You know, nowadays you look, check GPT, you get some good information.

You mustn't rely upon it, but you can use it.

So I was reading and said that, you know, they said in Amazon, There is 100,000 books on leadership available on Amazon.com, which is an online shopping platform.

So what we need is everyone to unite on the human frontier.

And so what we will have each week is a musical number provided by our house band, Chatty and the GPTs.

And then we will decide to pick against or with the house band.

So without further ado...

That was really good.

Pretty good debut

performance by Chatty and the GPTs.

And now we're going to judge our headlines and what we think happens versus Chatty GPTs.

But one of the things... that I will say about from an AI perspective is a UDL perspective that I keep on thinking about things.

And to be honest with you, the very first thing that I did when an open AI unleashed GPT-4 and had the ability to create custom GPTs, the first thing that I did was I made something that was called Your UDL Pal with the idea in mind to be trained on all the information out there that's publicly available about UDL.

and giving an educator the option of uploading an assessment or a learning activity and saying, can you look this over through a UDL lens and tell me how I can do something to make it better? What is the whole gist of it? So sure enough, I put it to the test where I uploaded one of my instructions and my rubrics, and I wanted to see what it would do.

And after some trial and error and giving some more critiques and whatnot...

I want to give a shout out to some developers who, even before the AI buzz took off, created an artificial intelligence UDL tool called Ludia, L-U-D-I-A.

It's a wonderful tool for exploring universal design for learning.

What they did was they took, I think it was GPT-3, I want to say, And they made a custom set of information and they had it working on only that information within a closed environment.

So it's not going out there and pulling in random stuff from everywhere.

So that is it.

So the children that are actually going to be born now will not know a life without child GPT.

So that is what they're going to build on.

So that is why my research is about like, how is this going to improve work for young people? So it's

But I've never known a life without calculator.

So that is it.

So the children that are actually going to be born now will not know a life without child GPT.

So that is what they're going to build on.

And, you know, we were doing like 500 CVs in a quarter, in a month.

And it was before charge GPT where people can just put information on garbage and garbage out now.

So it was a lot.

But it also got to a time that I realized, because I'm always trying to solve new problems.

although November 30th, 2022 is a landmark day in my life.

People say November 30th, 2022, who the hell cares? What's, what's that mean? I'd seen earlier versions of chat GPT and okay.

Unimpressive, but cool.

And then November 30th comes out along and they roll out this new version.

And then things started to nosedive a little bit.

And we can talk about hallucinations and other problems with this technology.

But the one thing that really bothers me about ChatGPT is its name.

ChatGPT, who cares? Well, the GPT nobody cares about because it's a geeky technical acronym.