Co-creative assistants
AI that works beside people—expanding ideas, expression, and the space of what can be made.
Independent · Non-commercial · Open releases
A unified multimodal framework for conversational music editing.
We study how intelligent systems can become more capable without making people less essential.
AI that works beside people—expanding ideas, expression, and the space of what can be made.
Systems that connect vision, language, audio, and context reliably in the messy real world.
Practical safeguards that protect creative freedom, authorship, and responsible exploration.
We release reusable code, artifacts, and documentation whenever licensing permits.
We connect claims to experiments, baselines, and reproducible settings.
We report failures, distribution shifts, uncertainty, and deployment constraints.
We state intended use, prohibited use, licensing, privacy risks, and known limitations.