The limit case is obvious – some people are fully illiterate so lots of AI gets more from text than they do. I'm illiterate in Chinese, for example. The OECD at their 2017 AI meeting talked about a study that showed that 70% of EU citizens can't do analyses top-end AI can 1/2
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Replying to @j2bryson @GaryMarcus and
Actually, the report of the 2017
@OECD meeting I participated in (AI: Intelligent Machines, Smart Policies :-) https://www.oecd-ilibrary.org/docserver/f1a650d9-en.pdf?expires=1573939644&id=id&accname=guest&checksum=A76A1177FCC38BEE4F8E51BF870C358C … says on 11% of EU adults are above the level of AI (see picture), and cites this paper https://www.oecd-ilibrary.org/education/computers-and-the-future-of-skill-demand_9789264284395-en …pic.twitter.com/SdwZWybDGx
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Replying to @j2bryson @GaryMarcus and
What my tweet means is the fact that AI can in some sense read more than humans (certainly books remember longer & better...) doesn't actually make humans redundant to humans. 3/2
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reading is ultimately about extracting a cognitive model of something an author writes about. books can’t do that; current AI can’t do that either. for now, only (literate) people can do that.
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Replying to @GaryMarcus @prem_k and
I partially agree. Reading (or language understanding more generally) is about doing something sensible with linguistic input. AI can do that better than people in many circumstances. I agree books don't really do anything, and that humans are special to humans, but…
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Replying to @j2bryson @GaryMarcus and
…but I don't believe that a "cognitive model" is a sensible delineation. I don't think there's one shape of model all humans & no machines use. This dichotomy is already harder than we generally acknowledge, but that this in no way undermines humans' special ethical status…
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strawperson alert. i didn’t say one model i said “models”; to some extent we each build our own, but there is also some degree of convergence.
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Replying to @GaryMarcus
you said "a cognitive model" but anyway I wasn't assuming a single model, you're the one who just made the straw person. Please don't be defensive, I do respect you & honestly want to communicate.
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Replying to @j2bryson
“I don't think there's one shape of model all humans & no machines use” is what i was responding to. everyone who reads The Hobbit comes away with some idea of who Bilbo is & who Gandalf is & what is unusual about the ring. Can any AI do that?
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Replying to @GaryMarcus @j2bryson
I can't think of a more exciting technology challenge in this day and age. Imagine being a part of a team that figures this out. Are you up to date Gary with the research that went into IBM's debater project? Super interesting stuff there, a pile of published research on it too
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i have been trying hard to push people towards this challenge since 2014 and would love to see real progress here.
(@rogerschank has emphasized the crucial importance of narrative comprehension for AI for decades.)
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I think IBM is state of the art here. This was the debate earlier this year. IBM lost but I think the arguments were really good so I'd not call it an objective loss.https://youtu.be/m3u-1yttrVw
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