Content-type: text/html Downes.ca ~ Stephen's Web ~ They shall be fair, transparent, and robust: auditing learning analytics systems

Stephen Downes

Knowledge, Learning, Community

This article presents ethics as essentially 'solved': "In the near future, systems, that use Artificial Intelligence (AI) methods, such as machine learning, are required to be certified or audited for fairness if used in ethically sensitive fields such as education... Ensuring fairness, transparency, and robustness requires looking at data, models, system processes, and the use of systems as the ethical implications arise at the intersection between those." Questions concerning care, harms, or community are elided out of the discussion.

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Stephen Downes Stephen Downes, Casselman, Canada
stephen@downes.ca

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Last Updated: Nov 21, 2024 3:54 p.m.

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