ap_001 in development
release Q1 2027
Auratic · researchpapers [forthcoming] · code [repository] · data [forthcoming]

Research

Building models this way raises questions that matter beyond Auratic. We will publish what we learn.

Three questions

They run through everything we make.

  1. Fair datasets

    How to build large image datasets entirely from public domain and openly licensed works, with a record of where every work came from.

  2. Credit

    How a model can show the works behind each image it makes, so credit goes back to the people who made them.

  3. Copying

    How to test whether a model reproduces the works it learned from, and how to stop it.

Papers and data

Listed here as they are published.

Collaborate with us

No.TitleKindStatus
R.01[title to come]Paperforthcoming
R.02[title to come]Open datasetforthcoming
R.03[title to come]Codeforthcoming