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This is a great point. "Algorithm" does seem a bit insufficient when you're talking about huge distributed systems displaying emergent behavior that tracks the emergent behavior of the people who created them.https://twitter.com/mbessey/status/1161708260769972224?s=20 …
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I feel like we need a different word for these ML systems, other than “algorithm”. A giant matrix multiplication of thousands of (essentially) arbitrary factors is not an algorithm, in any useful sense.
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Wow, it's almost like a group with no checks on their biases will express their biases in their code
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Considering that African Americans saying “Stop shooting us dead for no reason” is considered offensive by lots of people, I’m not surprised.
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Weapons of Math Destruction is the book that comes to mind that touches on these “algorithms”
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In days of old there were "bubble sorts". Now we have "bubble perpetuating AI".
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This algorithm would not even have to exist. People should be able to say whatever they want.
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If you look at the paper at https://homes.cs.washington.edu/~msap/pdfs/sap2019risk.pdf …, you'll see exactly what's happening. Different groups simply find different words offensive, and each group would need its own classifier.
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