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Combining AI and privacy doesn’t have to be a zero-sum game. An exciting set of emerging techniques known as Privacy Preserving Machine Learning (PPML) enables unlocking the power of AI while maintaining data privacy and confidentiality. These techniques come with higher computation and storage requirements. Recent research has made huge strides in performance and usability.