Colapietro LabsApplied AI research that ships

Research notes

Short public notes on open questions.

On consent

A license is a record of consent. Most creative infrastructure records the license and assumes the consent. Suede records the consent first.

On models

Model ingestion is the largest unlicensed use of creative work in history. A provenance layer does not stop it; it makes the bill calculable.