# Co-creation and ownership for AI radio

arXiv: https://arxiv.org/abs/2206.00485 · HTML: https://mlsanity.com/paper/2206.00485/

## Key facts

- Cited by 2 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 1 Jun 2022.

## Built on by (most cited first, 2 of 2)

- [Art and the science of generative AI: A deeper dive](https://mlsanity.com/paper/2306.04141/) (2023)
- [AI Royalties -- an IP Framework to Compensate Artists & IP Holders for AI-Generated Content](https://mlsanity.com/paper/2406.11857/) (2024)

## Abstract (arXiv)

Recent breakthroughs in AI-generated music open the door for new forms for co-creation and co-creativity. We present Artificial.!fm, a proof-of-concept casual creator that blends AI-music generation, subjective ratings, and personalized recommendation for the creation and curation of AI-generated music. Listeners can rate emergent songs to steer the evolution of future music. They can also personalize their preferences to better navigate the possibility space. As a "slow creator" with many human stakeholders, Artificial.!fm is an example of how casual creators can leverage human curation at scale to collectively navigate a possibility space. It also provides a case study to reflect on how ownership should be considered in these contexts. We report on the design and development of Artificial.!fm, and provide a legal analysis on the ownership of artifacts generated on the platform.