A Different Category: What the Research Says About How I Work
New research on how people actually use AI puts hard numbers next to a claim I hear often. The numbers say my operation is not a heavier version of normal use. It is a different category — and I can prove every date.
The Machine: 300 Beats and Counting
Three hundred beats, sixteen batches, one system. This is how the machine works — generation to stems to BandLab to video to YouTube to sample packs — and what the word "machine" actually means to me.
Giving the Youth a Voice — and Taking It to St. Paul
Chairman Youth Sessions take young people from a blank page to the stage. On November 4, I meet with Indigenous Roots Cultural Arts Center in St. Paul to talk partnership — because the youth work and the run for Chairman were never separate things.