Gonna go ahead and say this outright: machine learning is money laundering for responsibility
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It's marketing. It's ineffable. It's the same dull informational plumbing we've been doing this whole time but with extra steps.
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When a human reaches the age of majority, broadly, they, not their parents/guardians, become responsible for their actions
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(I'm not a lawyer so that statement was probably wrong in eighty ways in every jurisdiction but bear with me)
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Computer programs are not adults yet. When you construct a program, you are responsible for its behaviour. Or should be.
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