fairness

Webinar: How to assess the fairness of your AI models – live demonstration When: 30th June 2021 @ 11am EST Cost: Free Duration: 30 minutes Bias & fairness within AI models are key topics of conversation, regulation and guidance. AI models should not have unwanted bias against sensitive attributes, sometime called protected classes. However, what […]

Assessing the fairness of an AI model is a critical, yet challenging task that should involve business process, human judgement, and transparent data on the behaviour of the AI model. When any AI model is built using personal data, it is important (and legally required in most jurisdictions) that is does not unfairly discriminate. This […]

AI models can achieve very high accuracy (this is particularly true with contemporary deep learning methods) and can churn through data at a much higher rate than is possible with humans. This has led to their deployment in decision making systems across various industries. In general, these systems are trained (that is, taught how to […]