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Pluralis Research is an AI startup that develops a decentralized AI platform. This platform enables secure and collaborative machine learning across organizations by pooling computational resources, allowing multiple participants to train models together without any single entity accessing the complete model. This approach encourages open participation without upfront costs and ensures economic sustainability for creators.

Pluralis Research is an AI startup that develops a decentralized AI platform. This platform enables secure and collaborative machine learning across organizations by pooling computational resources, allowing multiple participants to train models together without any single entity accessing the complete model. This approach encourages open participation without upfront costs and ensures economic sustainability for creators.

Tlon Corporation is a software company based in San Francisco, California, founded in 2013. It develops Urbit, an open-source software framework designed to serve as a complete reimplementation of the system software stack. Urbit features a new functional programming language and a functional network operating system, with its architecture allowing users to own their address space. Tlon aims to create a new layer over the Internet, facilitating the transition from traditional cloud services to a personal cloud computer model through Urbit ships. The company also offers consulting and development services tailored for investment banks, hedge funds, and proprietary trading firms, while focusing on the growth of the Urbit ecosystem and hosting services for its users.