every genetic algorithm can do that, obvious.
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That's brute forcing it. I will also disqualify enumerations over the space of all computable automata. I want an efficiently computable function that I can unleash on any Turing complete substrate.
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Why are some people in the world trying to develop AI when we have millions of people on pharmaceuticals for mental illnesses, millions in jail and millions living in poverty? Countries are a war. And other species are going extinct. We can't take care of ourselves. Why make AI?
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Depending on where you stand, there are different answers. The pragmatic one: AI is the most powerful tool that we can possibly develop to help with all our problems. The poetic one: everything that lives must die, and we alone can understand what we are before we have to go.
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Sentience? No reward function computable.
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I suspect that many problems are complicated enough to require you to wake up. "Why is this happening to me?" is a question that occurs to every one of us, and it spawns an entire universe.
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What about numenta's HTMs: a system that models the world constantly, and can technically model itself for hard problems
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Afaik no outbreak of sentience reported from Numenta so far
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Short in term or short in runtime?
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It should be efficiently computable, and probably be expressible in a small subset of a genetic code, i.e. be much smaller than a GB.
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