{"id":137449,"date":"2022-03-28T20:02:18","date_gmt":"2022-03-29T03:02:18","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2022\/03\/the-biggest-problem-in-ai-machines-have-no-common-sense"},"modified":"2022-03-28T20:02:18","modified_gmt":"2022-03-29T03:02:18","slug":"the-biggest-problem-in-ai-machines-have-no-common-sense","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2022\/03\/the-biggest-problem-in-ai-machines-have-no-common-sense","title":{"rendered":"The biggest problem in AI? Machines have no common sense"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/the-biggest-problem-in-ai-machines-have-no-common-sense3.jpg\"><\/a><\/p>\n<p>What most people define as common sense is actually common learning, and much of that is biased.<\/p>\n<p>The biggest short term problem in AI: as mentioned in the video clip, an over-emphasis on data set size, irrelevant of accuracy, representation or accountability.<\/p>\n<p>The biggest long term problem in AI: Instead of trying to replace us we should be seeking to complement us. Merge is not necessary nor advisable.<\/p>\n<p>If we think about it, building a machine to think like a human is like buying a race horse and insisting for it to function like a camel. And it is doomed to fail. Cos there are only two scenarios: Either humans are replaced or they are not. If we are, then we have failed. If we are not replaced, then the AI development has failed.<\/p>\n<p>Time for a change of direction.<\/p>\n<p>I think of a super intelligent learning machine as a data addict and then it\u2019s easy to see how we fit in.<\/p>\n<hr>\n<div class=\"more-link-wrapper\"> <a class=\"more-link\" href=\"https:\/\/lifeboat.com\/blog\/2022\/03\/the-biggest-problem-in-ai-machines-have-no-common-sense\">Continue reading \u201cThe biggest problem in AI? Machines have no common sense\u201d | &gt;<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p>What most people define as common sense is actually common learning, and much of that is biased. The biggest short term problem in AI: as mentioned in the video clip, an over-emphasis on data set size, irrelevant of accuracy, representation or accountability. The biggest long term problem in AI: Instead of trying to replace us [\u2026]<\/p>\n","protected":false},"author":488,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-137449","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/137449","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/488"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=137449"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/137449\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=137449"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=137449"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=137449"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}