Latest / AI Ethics with Fexingo: Bias, Safety, and Responsible Artificial Intelligence
How AI Is Learning Bias from Recycling Bin Data
Episode 114 of AI Ethics with Fexingo dives into a surprising new source of algorithmic bias: smart recycling bins. Lucas and Luna explore how a city's rollout of AI-powered recycling bins in 2024 led to unequal service — richer neighborhoods got better collection and data-driven rewards, while lower-income areas saw fewer bins and less accurate waste classification. They unpack the study from the University of Michigan that showed how the bins' computer vision models performed 30% worse on non-standard packaging common in ethnic grocery stores, and how this feedback loop reinforces…
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