The Trade-Off Between Machine Learning and Privacy Concerns =============== #6c34cf8c ver:0.63 The trade-off between machine learning and privacy concerns is a growing issue. A taxonomy of AI privacy risks has been developed, highlighting 12 high-level risks. The Responsible Investment Association of Australasia has launched an investor toolkit to address AI risks. The AI-powered metaverse and digital currencies also pose privacy risks. The derivatives market sees potential in AI but emphasizes the need for ethical considerations. Generative AI offers productivity benefits but requires strategic oversight. Underwriters express concerns about intellectual property exposures. Machine learning models can violate privacy by memorizing sensitive information. The trade-off between inferential learning and privacy is a key consideration. #AI #privacy #risks #investing #metaverse #digitalcurrencies #derivatives #generativeAI #underwriting #machinelearning... #newstr #MachineLearning #Privacy #Overfitting #Parameters #DifferentialPrivacy https://here.news/story/6c34cf8c?ver=0.63