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But a game like Pac-Man is intuitively understood by the average human because it’s fundamentally a “human” game - designed by humans, gives humans dopamine and
by smoll 9y ago
But a game like Pac-Man is intuitively understood by the average human because it’s fundamentally a “human” game - designed by humans, gives humans dopamine and other chemical hits in a way that we might even perceive as “fun”. Imagine a game that requires lots of computation and no human-friendly interface - a machine would obviously “learn” the rules a lot faster.
The more evidence we uncover, especially the research around Alpha Go Zero (self play with a specific objective in lieu of millions of years to develop keen general intuition) the more it feels like “human-like” intelligence is not some incredible holy grail of general intelligence but an emergent property of any reasonably directed algorithm.
Another random thought, but cro magnon man comes to mind as a human-like intelligence that proved simply not as cunning or vicious as human intellect and was outcompeted and stamped out. Imagine if we were to discover the AI equivalent of cro magnon intelligence - would we be quick to dismiss it as subpar and “not general enough” even though it emerged through the same algorithm (natural selection)?
- goatlover 9y ago> But a game like Pac-Man is intuitively understood by the average human because it’s fundamentally a “human” game - designed by humans, gives humans dopamine and other chemical hits in a way that we might even perceive as “fun”. Imagine a game that requires lots of computation and no human-friendly interface - a machine would obviously “learn” the rules a lot faster. But if we're talking about creating AGI and the concerns that go with that (full automation, self-directed goals in the real world, etc), then the question is whether DL is enough on it's own to get there. As such, comparing AlphaGo to humans on a variety of tasks like Atari Games or Go is kind of the point. And Google's goal is turn it into a product, which means doing tasks humans currently do.