AI Ethics by Design Ann Cavoukian, Ph.D. Distinguished Expert-in-Residence Privacy by Design Centre of Excellence Ryerson University 1 Transparency and accountability of algorithms essential; – 2 Ethical principles applied to the treatment of personal data; – 3 Algorithmic oversight and responsibility must be assured; – 4 Respect for privacy as a fundamental human right; – 5 Data protection/personal control via privacy as the default; – 6 Proactively identify the security risks, thereby minimizing the harms; – 7 Strong documentation to facilitate ethical design and data symmetry. –
AI Ethics by Design Ann Cavoukian, Ph.D. Distinguished Expert-in-Residence Privacy by Design Centre of Excellence Ryerson University 1 – Transparency and accountability of algorithms essential; 2 – Ethical principles applied to the treatment of personal data; 3 – Algorithmic oversight and responsibility must be assured; 4 – Respect for privacy as a fundamental human right; 5 – Data protection/personal control via privacy as the default; 6 – Proactively identify the security risks, thereby minimizing the harms; 7 – Strong documentation to facilitate ethical design and data symmetry.
AI_Ethics_by_Design.docx