The major adoption barrier of Artificial Intelligence (AI) and arguably technology in general is access to data. The conflict between the need for large datasets for learning and increased concerns regarding data privacy can only be solved with better technology and increased awareness about the opportunities and unprecedented problem solving potential that data has for our society. This is where OpenMined hits. The open-source community was founded by Oxford PhD student and Google DeepMind Researcher Andrew Trask during the blockchain boom in 2017. In the meantime, the community has grown to more than 11'000 members worldwide and has worked on advocating the use of privacy to accelerate AI's progress in solving society's biggest problems like cancer prediction and prevention, extending popular machine learning libraries like PyTorch and Tensorflow with privacy-preserving capabilities for the whole machine learning process. Through remote execution, encrypted computation and differential privacy, it allows users to privately run a machine learning model on data of one or many remote devices while preserving the privacy of that data, as well as to share model results without exposing the model or the data that it trained on. The potential for remote computation with differential privacy and homomorphic encryption to train and run machine learning models on the world's data previously hidden by lack of trust and privacy concerns is limitless. Join our talk with OpenMined Founding Member and Engineering Lead Patrick Cason to learn more about OpenMined and how it solves privacy and thus the future of AI.
#OpenMined #FutureofAI #Encryption #Privacy #RemoteExecution #DifferentialPrivacy #HomomorphicEncryption #FederatedLearning #EncryptedComputation #PyTorch #Tensorflow
Utopian Techniax (UTX) is a futurist podcast, YouTube channel and blog. UTX episodes feature a discussion about a particular emerging technology, its limitations and application use cases, as well as a utopia - an imagined tomorrow enhanced by the technology's potential. Stay Utopian, Your Techniax!
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