Since the deep learning revolution of the 1990s, AI systems have taken over many different fields. It's easy to view the predictive powers of neural networks as neutral interpretations of data. However, data is subjective and neural networks are subjective.
In this essay, I highlight the limitations of the 2020 California Prop 25 which aimed to replace the cash bail system by a public safety risk score algorithm.
Take a look if you're interested in understanding why such policies could be dangerous.
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Since the deep learning revolution of the 1990s, AI systems have taken over many different fields. It's easy to view the predictive powers of neural networks as neutral interpretations of data. However, data is subjective and neural networks are subjective.
In this essay, I highlight the limitations of the 2020 California Prop 25 which aimed to replace the cash bail system by a public safety risk score algorithm.
Take a look if you're interested in understanding why such policies could be dangerous.