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FedML and Theta Unveil Decentralized AI Infrastructure for Generative AI and Content Recommendation

July 25, 2023
in Metaverse
Reading Time: 2 mins read
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Harmony’s Horizon bridge was hacked to the tune of $100 million FedML and Theta Unveil Decentralized AI Infrastructure for Generative AI and Content Recommendation

FedML, a collaborative/federated machine studying platform, and Theta Community, a decentralized video streaming platform, have partnered to launch a decentralized AI supercluster for generative AI and content material suggestion.

The collaboration will enable the Theta Edge Community group to “contribute their private preferences and compute assets to coach and deploy AI fashions for customized content material suggestion for Theta.television viewers.”

Theta Edge Community group members will contribute their private preferences and compute assets to FedML.FedML will use these assets to coach and deploy AI fashions for customized content material suggestion.These fashions will likely be used to counsel movies to Theta.television viewers.

FedML has been about open and collaborative synthetic intelligence. The corporate’s infrastructure and easy-to-use MLOps consumer interface facilitate collaboration.

The brand new partnership with Theta takes FedML’s dedication to collaboration to a brand new stage. The 2 corporations have constructed an interdisciplinary crew of consultants in machine studying, blockchain, laptop imaginative and prescient, pure language processing, safety (zero-knowledge proof), and privateness to ship this Web3 x AI platform to the group.

The FedML purchasers are linked to the Theta Edge nodes, that are linked to the Theta.television backend. The FedML coaching platform makes use of the information from these nodes to coach, fine-tune, and serve the video suggestion mannequin.

FedML and Theta Launch Decentralized AI Supercluster for Generative AI and Content Recommendation
“Advice Engine & Platform Structure Overview.” Supply: FedML

This know-how has important implications for any video platform. It permits media corporations to leverage decentralized ML to tailor their movies to their customers’ preferences, enhancing watch instances and consumer engagement. The use circumstances transcend video suggestion. As an illustration, it could possibly present extra customized information tales, or a streaming platform can counsel motion pictures most related for every consumer. 

New Generative AI can even increase the video expertise with automated summaries or generative video content material to supply gaming suggestions. FedML helps coaching and serving such generative AI fashions. The know-how can even optimize how video adverts are delivered.

The partnership is a big step ahead within the improvement of decentralized AI. It would allow the event of AI fashions which can be extra correct, safe, and privacy-preserving. It would additionally assist to decentralize the AI business, making it extra accessible to everybody.

https://twitter.com/Theta_Network/standing/1683770296455639040

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Tags: ContentDecentralizedFedMLGenerativeInfrastructureRecommendationThetaUnveil
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