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Explore the critical importance of ethics in machine learning development in this 50-minute conference talk from NDC Oslo 2023. Delve into how machine learning can both imitate and enhance human decision-making while potentially amplifying human prejudices. Learn why ethical considerations and risk assessment must be integrated from the outset and throughout the development process as machine learning transitions from research labs to enterprise applications. Gain valuable insights on incorporating ethics and risk management into your machine learning projects, ensuring responsible and fair AI development. Discover why applying ethics and governance as an afterthought is insufficient and how to proactively address these crucial aspects in your work.
