PRIOR: Perceptual Reasoning and Interaction Research

High-impact open-source AI research

Featured Project

Molmo 2

Molmo 2 is a family of state-of-the-art open video-language models.

Embodied AI

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SPOC

SPOC is a vision-language agent that follows language instructions to navigate, explore, and manipulate objects in real and virtual environments using only RGB input.

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PoliFormer

PoliFormer is an RGB-based indoor navigation agent that supports long-term memory and reasoning for tasks like object navigation, tracking, and open-vocabulary exploration.

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Vision-Language

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Molmo

Molmo is a family of open state-of-the-art multimodal AI models that can understand images and point to what they perceive, enabling rich interactions with physical and virtual worlds.

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One Diffusion

All-in-one diffusion model for text-to-image generation, conditional generation, image understanding, ID customzation and multi-view generation.

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Earth Systems

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OlmoEarth

OlmoEarth is a spatio-temporal, multimodal foundation model for Earth observation, achieving state-of-the-art performance and powering an end-to-end platform for non-profits and NGOs.

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Satlas

Satlas is an AI-powered platform that provides quarterly global updates on marine infrastructure, renewable energy sites, and tree cover using satellite imagery.

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