I just published What does it mean for a machine to ‘understand’? https://link.medium.com/vvNZ4pks80 1/
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But as many folks have pointed out, today's AI systems lack many forms of understanding. Such critics often claim that Siri's understanding is not "true", "real" or "genuine". But I argue that it is "real", and it can be measured functionally. 4/
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Why does this matter? Because the CS community has a history of dismissing advances in AI as not being "real" and declaring the entire AI enterprise to be a failure. Funding dries up, and research progress slows. 5/
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Today, despite the critics, AI R&D continues to deliver useful functionality to users. So let’s stop dismissing our successes as “fake” and not “genuine”, and let’s continue to move forward with honesty and productive self-criticism. 6/
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Speaking of productive self-criticism. When we demonstrate a new capability, let's also demonstrate its limits by showing instances of functional failures. Much of the criticism is a reaction to the hype generated by researchers and the organizations they work for. 7/
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It is important, both for intellectual honesty and for continued funding, that AI researchers claim credit for our successes and take ownership of our shortcomings. end/
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Can Siri also tell you that Carol is a human and most likely female? AI is useful, but for the quest of AGI a clear definition of 'understanding' might be necessary.
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It's not understanding, it's just translation ("call" is a keyword pre-associated with a phones function, and from that, expects an index pointing to a number on your contact list). Explicit understanding vs implicit?
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Let me take a shot at trying to convince you that Siri did not understand :-) Siri was waiting for a command and executed the best command that matched.Which is, make a phone call. It did not understand what you meant because it did not take the environment into consideration.
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What if Carol was just in the other room. A human would just shout "Carol, Thomas is asking you to come", instead of making a phone call.
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I agree "call Carol" is understanding but Marcus's point is that there's no reason to believe we can reach AGI by just scaling up Siri's algorithms which is what many AI hype merchants would have us believe.
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