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Guidance on AI and data protection

August 1, 2020

The Information Commissioner's Office (ICO) in the UK, the public institution chartered with protecting data privacy, published very comprehensive guidance on auditing of AI systems. In addition to valuable discussions about accountability, fairness, and transparency, this paper also explores the implications of the data minimisation requirements in the design of AI systems. As with many other regulatory bodies around the world, the ICO is pushing the boundaries of ML Assurance that practitioners should take advantage of to educate themselves and improve their internal processes.

Money Quote: "Mitigation of risks must come at the design stage: retrofitting compliance as an end-of-project bolt-on rarely leads to comfortable compliance or practical products."

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Regulation & Legislation