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.

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
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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
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01

Co-creative assistants

AI that works beside people—expanding ideas, expression, and the space of what can be made.

02

Robust multimodal understanding

Systems that connect vision, language, audio, and context reliably in the messy real world.

03

Safety for creative AI

Practical safeguards that protect creative freedom, authorship, and responsible exploration.

Models and datasets will appear here only when their documentation, licensing, and limitations are ready to publish.

Follow releases on Hugging Face ↗