The Conversation
International · 58 mins ago
✦ 78◉ Centre
AI doesn’t create bias, it inherits it – how do we ensure fairness when it comes to automated decisions?
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◉ Centre ✓ Fair headline
The article examines how AI systems inherit biases from training data and human decisions, and discusses the complexity of ensuring fairness in automated systems used for hiring, education, finance, and criminal justice.
AI doesn’t create bias, it inherits it – how do we ensure fairness when it comes to automated decisions?
Hiring algorithms are one of the systems that could be affected by discrimination. PeopleImages
If artificial intelligence (AI) systems shape decisions that affect people’s lives, they should do so fairly. This should be a given considering that potential applications for AI include automated hiring systems, as well as tools used in education, finance and criminal justice.
But ensuring the fairness of AI systems is far more complex than it might sound. Despite years of research, there is still
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