Is there a teachable way to determine the extent of our own ignorance and biases? I think it might be worth wile to design a curriculum around this.
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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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My point was that sometimes you would have to invent safeguards long before you decide to jump out of the plane, because you will not be able to implement them after you jump.
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