Pluralis Research

About Pluralis Research

Pluralis Research conducts foundational research on Protocol Learning, exploring decentralized, communication-efficient model-parallel training for foundation models. The group studies multi-participant training where no single participant holds a full copy of the model, aiming to enable community-trained and community-owned frontier models with self-sustaining economics. Their work spans theoretical and empirical contributions to scalable decentralized training and pipeline parallelism across multiple locations and networks. The organization operates in the AI research space with a focus on distributed training methodologies rather than a commercial product offering.