Can you name such tools? There's a lot at stake and if you've got something.....
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The problem is that our error correction is theory laden also (practically speaking).
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Improving your fishing ability by watching someone else fish it's not theory laden but it could be error correcting. Stop me if I'm being obnoxious or stupid!
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Replying to @davidarredondo @Plinz
I get enthusiastic because I think this is the most important topic for Humanity at this time. We've got to get our shit together before the machines do!
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Replying to @davidarredondo
That's like saying that someone who has jumped out of an airplane needs to invent a parachute before he hits the ground.
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Replying to @Plinz
If the person doesn't have a parachute he may well need to invent something before he hits the ground. So I accept your analogy. As for the outcome of our adventures in machine learning that's another topic altogether.
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Replying to @davidarredondo @Plinz
I don't understand the connection to removing bias.
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You brought up the rise of the machines, while implicitly assuming that they represent a problem that we have to solve and can solve. They might well be a problem in the same class as our mortality.
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