Essays from Hubify Labs

The Window

Why This Moment in Independent Research Will Never Come Again

I ran an autoencoder on 17.65 million spectra from DESI DR1. It found 195,829 objects that don't match any known pattern. The total compute cost was about $200. Why hasn't anyone done this before? Five things had to be true simultaneously — and they only became true recently.