“The technology we’re building today is not sufficient to get there,” said Nick Frosst, a founder of the A.I. start-up Cohere who previously worked as a researcher at Google and studied under the most revered A.I. researcher of the last 50 years. “What we are building now are things that take in words and predict the next most likely word, or they take in pixels and predict the next most likely pixel. That’s very different from what you and I do.”
In a recent survey of the Association for the Advancement of Artificial Intelligence, a 40-year-old academic society that includes some of the most respected researchers in the field, more than three-quarters of respondents said the methods used to build today’s technology were unlikely to lead to A.G.I. ...
At Meta, his research lab is looking beyond the neural networks that have entranced the tech industry. Mr. LeCun and his colleagues are searching for the missing idea. “A lot is riding on figuring out whether the next generation architecture will deliver human-level A.I. within the next 10 years,” he said. “It may not. At this point, we can’t tell.”
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