New Insider Deals are here, and you’re going to love them!Dr. Pei Wang teaches a artificial general intelligence class at Temple University in Philadelphia, Thursday, Feb. 1, 2024. Mainstream AI research"turned away from the original vision of artificial intelligence, which at the beginning was pretty ambitious, said Wang.
But what exactly is AGI and how will we know when it’s been attained? Once on the fringe of computer science, it’s now a buzzword that’s being constantly redefined by those trying to make it happen.— which describes the AI systems behind the crop of tools that “generate” new documents, images and sounds — artificial general intelligence is a more nebulous idea.“I don't think there is agreement on what the term means,” Hinton said by email this week.
“Twenty years ago, I think people would have happily agreed that systems with the ability of GPT-4 or Gemini had achieved general intelligence comparable to that of humans,” Hinton said. “Being able to answer more or less any question in a sensible way would have passed the test. But now that AI can do that, people want to change the test.”
“This really needs a community’s effort and attention so that mutually we can agree on some sort of classifications of AGI,” said workshop organizer Jiaxuan You, an assistant professor at the University of Illinois Urbana-Champaign. One idea is to segment it into levels in the same way that— whose members include a former U.S. Treasury secretary — the responsibility of deciding when its AI systems have reached the point at which they “outperform humans at most economically valuable work.
“Giving an advanced AI system the objective to maximize its reward and, at some point, withholding reward from it, strongly incentivizes the AI system to take humans out of the loop, if it has the opportunity,” according to the paper whose co-authors include prominent The London-based startup DeepMind, founded in 2010 and now part of Google, was one of the first companies to explicitly set out to develop AGI. OpenAI did the same in 2015 later with a safety-focused pledge.
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