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Try training a classifier that can detect a person holding weapon aiming to kill someone vs a person not. Make it a 99.9999% accuracy classfier under different weather conditions. Now make one for night vision images. Even seemingly straighforward classification problems can be hard. Not to mention the vast array of other problems out there.

Such a thing doesn’t exist and it doesn’t need to, because humans have much lower accuracy than that. You don’t need to run faster than the bear, you need to run faster than the other guy, and that’s not hard to do if you pick the right task.

^ everybody remember this line for when it's given in response to an angry Congressman.

I imagine another line will be "it's marginally better than statistical human shooting, according to three studies!"

And then in the 'big house' people will refer to you as "Butterstats" or something. Because you were screaming "marginally better" the first night they left you in your cell.

Yo, butter stats, how's your appeal going?

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