AI can help identify patterns. But AI itself is mathematically endocded bias distilling large data into weighted buckets and then analyzing against logical structures. Only by recognizing the organizational bias, the data bias, and the bias of the algorithms themselves can we even start to have a conversation of which way we'd like our legal system to bias results.
I attempted to capture some of the implictions of the layers of bias last fall because so many of these conversations miss it's a multivariate and multidimensional problem.
AI can help identify patterns. But AI itself is mathematically endocded bias distilling large data into weighted buckets and then analyzing against logical structures. Only by recognizing the organizational bias, the data bias, and the bias of the algorithms themselves can we even start to have a conversation of which way we'd like our legal system to bias results.
I attempted to capture some of the implictions of the layers of bias last fall because so many of these conversations miss it's a multivariate and multidimensional problem.
https://www.polymathicbeing.com/p/eliminating-bias-in-aiml