There is no question that machine learning can and will change the way the world looks and runs, but with great power should come a significant amount of caution.
When millions of lives are potentially being affected, it’s important to ensure that predictive models aren’t using inputs that make them inherently discriminatory, making sensitive inferences, or perpetuating negative and exploitative programs for the sake of efficiency and maximized profits.
The process of establishing meaningful standards for machine learning will take time, but it is an imperative, not an option. When you harness the power and potential of machine learning, […]
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