Building a Personal AI Infrastructure (PAI)

Forget the tools—what are we actually building?
July 26, 2025

Personal AI Infrastructure - Abstract visualization of human-AI augmentation

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

Thank you for reading...