Building an AI agumentation system that enhances everything you do

July 26, 2025

I have a bunch of ideas I want to share here, but let me first start with what I'm doing overall.

A mission reminder ​

My mission for Unsupervised Learning is to build AI that helps upgrade people and organizations to bring about a more human-focused future.

I am working on something called Human 3.0 for this, which is both a vision for a human-centered future and a methodology for getting there. But the base idea is that:

1. Things are changing
2. The current system is going away
3. I think if you want to survive in this new model you’re going to have to do certain things

So that’s what I’m going to talk about here. I actually have a ton of ideas that could be separate pieces of content, but I want to just blast them out in one place because the Stress of trying to imagine this as 10 different posts and videos is overwhelming me.

Personal AI Infrastructure ​

So the first one is this overarching concept of Personal AI Infrastructure, which I call PAI because it's one syllable and most people like pie.

It's basically AI augmentation that involves first thinking about what you actually care about as a human. Human tasks that you do in your real life, not thinking about tech.

And the idea is to then think about AI as a way of enhancing those human things, not supplanting or replacing them.

Personal ai infra

Giving my DA tools : charts, MCPs,

Create images

Custom mcps