{"id":1004,"date":"2023-04-20T16:10:48","date_gmt":"2023-04-20T16:10:48","guid":{"rendered":"https:\/\/hello.inherentknowledge.org\/2024\/2023\/04\/20\/three-issues-with-generative-ai-still-need-to-be-solved\/"},"modified":"2023-04-20T16:10:48","modified_gmt":"2023-04-20T16:10:48","slug":"three-issues-with-generative-ai-still-need-to-be-solved","status":"publish","type":"post","link":"https:\/\/hello.inherentknowledge.org\/2024\/2023\/04\/20\/three-issues-with-generative-ai-still-need-to-be-solved\/","title":{"rendered":"Three issues with generative AI still need to be solved"},"content":{"rendered":"<p><em>Disclosure: Qualcomm and Microsoft are clients of the author.<\/em><\/p>\n<p>Generative AI is spreading like a virus across the tech landscape. It\u2019s gone from being virtually unheard a year ago to being one of, if not <em>the<\/em>, top trending technology today. As with any technology, there are issues that tend to surface with rapid growth, and <a href=\"https:\/\/www.computerworld.com\/article\/3690273\/generative-ai-isnt-the-answer-to-all-your-business-needs.html\">generative AI is no exception<\/a>.<\/p>\n<p>I expect three main problems to emerge before the end of the year that few people are talking about today.<\/p>\n<h2>The critical need for a hybrid solution<\/h2>\n<p>Generative AI uses massive language models, it\u2019s processor-intensive, and it\u2019s rapidly becoming as ubiquitous as browsers. This is a problem because existing, centralized datacenters aren\u2019t structured to handle this kind of load. They are I\/O-constrained, processor-constrained, database-constrained, cost-constrained, and size-constrained, making a massive increase in centralized capacity unlikely in the near term, even though the need for this capacity is going vertical.\u00a0<\/p>\n<p class=\"jumpTag\"><a href=\"https:\/\/www.computerworld.com\/article\/3694189\/three-issues-with-generative-ai-still-need-to-be-solved.html#jump\">To read this article in full, please click here<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Disclosure: Qualcomm and Microsoft are clients of the author. Generative AI is spreading like a virus across the tech landscape. It\u2019s gone from being virtually unheard a year ago to being one of, if not the, top trending technology today. As with any technology, there are issues that tend to surface with rapid growth, and [&hellip;]<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1004","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/hello.inherentknowledge.org\/2024\/wp-json\/wp\/v2\/posts\/1004","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hello.inherentknowledge.org\/2024\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hello.inherentknowledge.org\/2024\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/hello.inherentknowledge.org\/2024\/wp-json\/wp\/v2\/comments?post=1004"}],"version-history":[{"count":0,"href":"https:\/\/hello.inherentknowledge.org\/2024\/wp-json\/wp\/v2\/posts\/1004\/revisions"}],"wp:attachment":[{"href":"https:\/\/hello.inherentknowledge.org\/2024\/wp-json\/wp\/v2\/media?parent=1004"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hello.inherentknowledge.org\/2024\/wp-json\/wp\/v2\/categories?post=1004"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hello.inherentknowledge.org\/2024\/wp-json\/wp\/v2\/tags?post=1004"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}