A major missing piece for AGI, is humans' ability to set their own goals and reward functions. E.g. feeling rewarded for winning a "game"https://twitter.com/fchollet/status/876227262437179392 …
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Replying to @fchollet
It's quite interesting that we can unilaterally decide to pursue certain artificial goals, and feel physically gratified when we reach them
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Replying to @fchollet
In effect, we have the power to completely hack our own reward system, down to the ability to override e.g. pain avoidance
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Replying to @fchollet
In that sense, "general intelligence" is not just the ability to find optimal solutions to externally-provided problems (making paperclips)
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Replying to @fchollet
It is also the ability to figure out what goals you should pursue. Which in turn guides the development of your own intelligence
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Replying to @fchollet
agree for cases where it can increase intelligence/achievement, but more broadly, goal creation as intelligence seems problematic-
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Replying to @Miles_Brundage @fchollet
seems like more of a wisdom thing in the general case, bordering on ethics in some cases, than intelligence per se, no?
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Replying to @Miles_Brundage @fchollet
certainly a big part of being human, whether or not it fits under intelligence banner
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Replying to @Miles_Brundage
It does, much like, say, intrinsic motivation for reinforcement learning, or hierarchical sub-goal generation for curriculum learning
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I don't have a fixed definition, that would be too restrictive. I also don't believe in "general intelligence", for what it's worth
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Replying to @fchollet
think that's where we differ then :) not dogmatic about it but v roughly think of it as ability to achieve many goals in many envs
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Replying to @Miles_Brundage @fchollet
(a la Legg/Hutter 2007 but more informal)... agree we shouldn't be too restrictive, just seems like goal generation is borderline
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