Research / Open-Robust Lab
Questions worth
making with.
We investigate AI systems that strengthen human creativity while remaining useful, understandable, and robust beyond controlled settings.
Current work 02 projects
AUDIO × LANGUAGE Research release
AURA
A unified multimodal framework for conversational music editing.
AURA listens to music and natural-language requests, responds conversationally, and renders edited audio while preserving content outside the requested change.
Co-creative assistantsRobust multimodal understandingconversational music editingaudio-to-audio generation
Read the project page ↗ VISION × LANGUAGE In development Fork of an upstream repo
Firebolt-VL
Efficient vision-language understanding through cross-modality modulation.
A lightweight vision-language research project exploring fast multimodal reasoning and practical deployment.
Robust multimodal understandingvisual question answeringmultimodal reasoning
Read the project page ↗ Research directionsLong-term interests
01Co-creative assistants
AI that works beside people—expanding ideas, expression, and the space of what can be made.
02Robust multimodal understanding
Systems that connect vision, language, audio, and context reliably in the messy real world.
03Safety for creative AI
Practical safeguards that protect creative freedom, authorship, and responsible exploration.