I don't like using country flags for languages. For one thing, not every language has a country of its own -- there are 700+ languages in use today, but <200 countries. Many languages don't even have any obvious insignia to represent them at all.
If you're making a piece of software and you want it ported to many languages, just use text to represent the language.
As I recall, the mathematical definition of accuracy does have some overlap with precision, so increasing precision improves accuracy as well. It's just a little confusing.
Well I'm not claiming that an AI-apocalypse is inevitable, just that it's possible enough we should start worrying about it now. As for the reason to believe it would happen -- isn't that covered by (2)? If you believe that (2) will occur with near-100% certainty, then that would be the impetus.
I don't entirely agree with that image -- the first one says low accuracy, low precision -- but it's the best accuracy possible given the low precision.
Well, the probability you have for the AI apocalypse should ultimately be the product of those three numbers. I'm curious which of those is the one you think is so unlikely.
Please assign probabilities to the following (for the next 3 decades):
probability an AI smarter than any human on any intellectual task a human can do might come to exist (superintelligence);
given (1), probability it decides to kill all humans to achieve its goals (misaligned);
given (2), probability it is successful at killing all humans;
bonus: given 1 and 2, probability that we don't even notice it wants to kill us, e.g. because we don't know how to understand what it's thinking.
Since the AI is smarter than me, I only need to propose one plausible method by which it could exterminate all humans. It can come up with a method at least as good as me, most likely something much better though. The typical answer here would be that it bio-engineers a lethal virus which is initially harmless (to avoid detection), but responds to some trigger like the introduction of a certain chemical or maybe a strong radio signal. If it's very smart, and has a very good understanding of bioengineering, it should be able to produce a virus like this by paying a laboratory to e.g. perform some CRISPR operations on some existing bacteria strain (or even just mix some chemicals together if Sagan turns out to be right about bioengineering) and mail a sample somewhere. It can wait until everyone is infected before triggering the strain.
The reason it's always just around the corner is because there is very strong evidence we're approaching the singularity. Why do you sound sarcastic saying this? What probability would you assign to an AI apocalypse in the next three decades?
Geoff Hinton absolutely kicked things off. Everybody else had given up on neural nets for image recognition, but his breakthrough renewed interest throughout the world. We wouldn't have deepdreaming slugdogs without him.
It should not be surprising that most people in the field of AI are not predicting armageddon, since it would be harmful to their careers to do so. Hinton is also not predicting the apocalypse -- he's saying 10-20% chance, which is actually a prediction that it won't happen.
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