IBM begins testing AI software program that mimics the human mind
We’ve not talked about Numenta since an HP exec left to hitch the corporate in 2011, as a result of, nicely, it has been preserving a reasonably low-profile existence. Now, an enormous identify tech corp is reigniting curiosity within the firm and its synthetic intelligence software program. Based on MIT’s Know-how Assessment, IBM has just lately began testing Numenta’s algorithms for sensible duties, corresponding to analyzing satellite tv for pc imagery of crops and recognizing early indicators of malfunctioning subject equipment. Numenta’s know-how caught IBM’s eye, as a result of it really works extra equally to the human mind than different AI software program. The one hundred-individual IBM staff that is testing the algorithms is led by veteran researcher Winfried Wilcke, who had nice issues to say concerning the know-how throughout a convention speak again in February.
Tech Evaluation says he praised Numenta for “being nearer to organic actuality than different machine studying software program” — in different phrases, it is extra mind-like in comparison with its rivals. For example, it could make sense of knowledge extra shortly than rivals, which need to be fed tons of examples, earlier than they will see patterns and deal with their jobs. As such, Numenta’s algorithms can probably give rise to extra clever software program.
The corporate has its share of critics, nevertheless. Gary Marcus, a New York College psychology professor and a co-founding father of one other AI startup, advised Tech Assessment that whereas Numenta’s creation is fairly mind-like, it is oversimplified. Thus far, he is but to see it “attempt to deal with pure language understanding and even produce state-of-the-artwork leads to picture recognition.” It will be fascinating to see IBM use the know-how to develop, for instance, speech-to-textual content software program head and shoulders above the remaining or a voice assistant that may perceive any accent, as a part of its checks. In the meanwhile, although, Numenta’s staff are specializing in educating the software program to regulate bodily gear for use in future robots.
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