BUILDING IN THE OPEN

Desoul is where I build and publish my own tools.

One person, working in the open. An animated series about how AI actually works, and the pipelines that research, write, render and publish it. Everything here is built to be used, not demonstrated.

Watch the series See the work

The channel

Short, grounded explainers on how AI actually works. No hype, and no jargon you have not been given first. Every episode is built from a written tier, and every claim in it comes from there.

What AI, Machine Learning and Neural Networks Actually MeanFour words that nest inside each other, and one that quietly changed meaning since 1956.4:41 How AI Actually Learns (Nobody Wrote the Rules)Guess, compare, nudge, repeat. The loop that finds every rule a modern model follows.6:22 Why You Can't Just Tell AI To Be FairBias arrives as data. There is no stage in the machine where fairness gets taught.4:11

Elsewhere

The portfolio has the projects behind all of this, with demos. Everything else Desoul runs is internal and needs a sign-in.