Well, perhaps a bit too simple. Consider this. You set your confidence level at 95% and start throwing a coin. You observe 100 tails out of 100. You publish a report saying "the coin has tails on both sides at a 95% confidence level" because that's what you chose during design. Then 99 other researchers repeat your experiment with the same coin, arriving at the same 95%-confidence conclusion. But you would expect to see about 5 reports claiming otherwise! The paradox is resolved when somebody comes up with a trick using a mirror to observe both sides of the coin at once, finally concluding that the coin is two-tailed with a 100% confidence.
What was the mistake?
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Interesting post - while I don't have any real answers I have to disagree with this point:
A computer is no more conscious than a rock rolling down a hill - we program it by putting sticks in the rocks way to guide to a different path. We have managed to make some impressive things using lots of rocks and sticks, but there is not a lot more to it than that in terms of consciousness.
Careful!--a lot of people will bite the bullet and call the rock+stick system conscious if you put a complicated enough pattern of sticks in front of it and provide the rock+stick system with enough input and output channels by which it can interact with its surroundings.