{"id":5504,"date":"2021-03-13T10:29:31","date_gmt":"2021-03-13T10:29:31","guid":{"rendered":"https:\/\/techclot.com\/index.php\/2021\/03\/13\/emerging-artificial-intelligence-technologies-of-2020s-formative-ai\/"},"modified":"2021-03-13T10:29:31","modified_gmt":"2021-03-13T10:29:31","slug":"emerging-artificial-intelligence-technologies-of-2020s-formative-ai","status":"publish","type":"post","link":"https:\/\/techclot.com\/index.php\/2021\/03\/13\/emerging-artificial-intelligence-technologies-of-2020s-formative-ai\/","title":{"rendered":"Emerging Artificial Intelligence Technologies of 2020s: Formative AI"},"content":{"rendered":"<p><a href=\"https:\/\/www.google.com\/url?rct=j&#038;sa=t&#038;url=https:\/\/www.analyticsinsight.net\/emerging-artificial-intelligence-technologies-of-2020s-formative-ai\/&#038;ct=ga&#038;cd=CAIyHDkyYmU1MGQ5NjY1NjYxZTA6Y28udWs6ZW46R0I&#038;usg=AFQjCNHDetExyEmQx78rhgkRPr5QulLDNg\">Emerging Artificial Intelligence Technologies of 2020s: Formative AI<\/a><\/p>\n<p><h2><img data-recalc-dims=\"1\" decoding=\"async\" alt=\"Artificial Intelligence \" width=\"640\" height=\"356\" data-sizes=\"(max-width: 900px) 100vw, 900px\" class=\"aligncenter size-full wp-image-42149 lazyload\" data-src=\"https:\/\/i0.wp.com\/techclot.com\/wp-content\/uploads\/2021\/03\/81s0np.jpg?resize=640%2C356&#038;ssl=1\" data-srcset=\"https:\/\/techclot.com\/wp-content\/uploads\/2021\/03\/81s0np.jpg 900w, https:\/\/analyticsinsight.b-cdn.net\/wp-content\/uploads\/2021\/03\/Emerging-Artificial-Intelligence-Technologies-300x167.jpg 300w, https:\/\/analyticsinsight.b-cdn.net\/wp-content\/uploads\/2021\/03\/Emerging-Artificial-Intelligence-Technologies-768x427.jpg 768w, https:\/\/analyticsinsight.b-cdn.net\/wp-content\/uploads\/2021\/03\/Emerging-Artificial-Intelligence-Technologies-600x333.jpg 600w\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 640px; --smush-placeholder-aspect-ratio: 640\/356;\"><noscript><img data-recalc-dims=\"1\" decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-42149\" src=\"https:\/\/i0.wp.com\/techclot.com\/wp-content\/uploads\/2021\/03\/81s0np.jpg?resize=640%2C356&#038;ssl=1\" alt=\"Artificial Intelligence \" width=\"640\" height=\"356\" srcset=\"https:\/\/techclot.com\/wp-content\/uploads\/2021\/03\/81s0np.jpg 900w, https:\/\/analyticsinsight.b-cdn.net\/wp-content\/uploads\/2021\/03\/Emerging-Artificial-Intelligence-Technologies-300x167.jpg 300w, https:\/\/analyticsinsight.b-cdn.net\/wp-content\/uploads\/2021\/03\/Emerging-Artificial-Intelligence-Technologies-768x427.jpg 768w, https:\/\/analyticsinsight.b-cdn.net\/wp-content\/uploads\/2021\/03\/Emerging-Artificial-Intelligence-Technologies-600x333.jpg 600w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\"><\/noscript>Artificial intelligence technologies have always lived up to the hype. So what\u2019s next?<\/h2>\n<p class=\"caps\">The innovation in technology has been a direct response to demands and expectations from humans. Emerging technologies like <a href=\"https:\/\/www.analyticsinsight.net\/top-3-emerging-technologies-in-artificial-intelligence-in-the-2020s\/\">artificial intelligence<\/a> continues to play a vital role in helping the world in numerous ways. Even artificial intelligence is evolving through many iterations. Recently, Gartner has considered \u2018<a href=\"https:\/\/www.analyticsinsight.net\/stepping-into-the-next-decade-emerging-trends-will-trigger-tech-innovation\/\">Formative AI<\/a>\u2019 in its Hype Cycle for Emerging Technologies 2020. So, what is Formative AI? Let\u2019s learn more about it.<\/p>\n<h4><strong>What\u2019s Formative AI?<\/strong><\/h4>\n<p>Gartner defines \u2018Formative AI\u2019 as a type of artificial intelligence that is capable of dynamically changing itself to respond to a situation. In layman\u2019s terms, it refers to artificial intelligence technologies which dynamically adapts based on context. There are a variety of types, ranging from artificial intelligence that can dynamically adapt over time to technologies that can generate novel models to solve specific problems. So basically, apart from carrying complex analysis, Formative AI has potential to create things by itself \u2013 adding our fears of artificial intelligence replacing humans.<\/p>\n<p>The three most common forms of Formative AI include: Generative AI, AI-assisted software development and Generative Adversarial Networks (GANs). GANs can also be considered as an application of Generative AI. According to Gartner, other emerging technologies in this trend include composite AI, differential privacy, small data and self-supervising learning. These technologies can be used by even enterprises looking to experiment with artificial intelligence and can leverage AI-augmented development, AI-assisted design, adaptive machine learning, ontologies and graphs, and even <a href=\"https:\/\/www.analyticsinsight.net\/does-artificial-intelligence-have-psychedelic-dreams-and-hallucinations\/\">generative AI<\/a>. This indicates that the applications of Formative AI range from synthetic data generation, drug discovery to train machine learning models or even design deepfakes with despicable intention. Gartner also predicts Formative AI will be used to streamline how mathematical and machine learning models are created and fine-tuned over time.&nbsp; Gartner\u2019s Hype Cycle for Emerging Technologies explores the opportunities for organizations in their search for technology-enabled business transformation.<\/p>\n<h4><strong>Hype and Concerns Behind Formative AI<\/strong><\/h4>\n<p>It is true that implementing artificial intelligence technologies will warrant significant investment for companies, but the rewards can far outweigh the initial outlay.&nbsp;While older applications of artificial intelligence like machine learning, computer vision, offer benefits beyond business profit, Formative AI offers freedom to major extent. For instance, suppose researchers need dataset to train an AI model \u2013 that is not available readily or is insufficient, then they can employ Generative AI to create needed data for good predictions or analysis. Even AI augmented development can empower companies to mitigate staffing and training concerns that hinder AI adoption or scaling.<\/p>\n<p>Moreover, Formative AI helps to reduce the costs of machine learning for enterprises, making it extremely attractive to cost-conscious&nbsp;businesses.<\/p>\n<p>One of the popular examples of Generative AI is <a href=\"https:\/\/www.analyticsinsight.net\/gpt-3-next-revolution-ai\/\">OpenAI\u2019s GPT-3<\/a>. GPT-3 can create slide presentations, images; write programming code, articles and parse and translate texts and much more. There are nefarious uses of Generative AI through creation of <a href=\"https:\/\/www.analyticsinsight.net\/the-positive-potential-of-deepfakes-in-fashion-and-retail\/\">deepfakes<\/a> that causes security and privacy concerns. Hence, DARPA is pursuing the detection of deepfakes to counteract fraud, disinformation, instigation of social unrest.<\/p>\n<p>Typically, most of the Gartner\u2019s predictions are proven true with the passage of time. So, if the pursuit of Formative AI goes well, it will have a huge influence on the trajectory of applications of artificial intelligence&nbsp;in future. However, to achieve this we need to pay heeds to another Gartner\u2019s Hype cycle technology i.e. Algorithmic Trust. As Gartner puts it \u201cModels based on responsible authorities are being replaced by algorithmic trust models to ensure privacy and security of data, source of assets and identity of individuals and things.\u201d So, we need to have trust algorithms in place to trust the artificial intelligence algorithms for the save use of Formative AI. Else the \u2018hype\u2019 may fizzle out soon!<\/p>\n<\/p>\n<p>Published at Sat, 13 Mar 2021 06:22:30 +0000<\/p>\n<p><a href=\"https:\/\/www.google.com\/url?rct=j&#038;sa=t&#038;url=https:\/\/www.thepeninsulaqatar.com\/article\/13\/03\/2021\/QCRI-to-host-7th-annual-Machine-Learning-and-Data-Analytics-Symposium&#038;ct=ga&#038;cd=CAIyHDkyYmU1MGQ5NjY1NjYxZTA6Y28udWs6ZW46R0I&#038;usg=AFQjCNFKw5fli4VYZXolD5IWMoCjMxKxNw\">QCRI to host 7th annual Machine Learning and Data Analytics Symposium<\/a><\/p>\n<p><p>Doha: The Qatar Center for Artificial Intelligence (QCAI), part of the Qatar Computing Research Institute (QCRI) at Hamad Bin Khalifa University (HBKU), will host the seventh annual Machine Learning and Data Analytics Symposium (MLDAS) in collaboration with The Boeing Company.&nbsp;<\/p>\n<p>To ensure the safety of all participants, this year\u2019s symposium will be held virtually from March 23 to 25. The event brings together researchers, practitioners, students, and industry experts in artificial intelligence and data science to bridge the gap between theory and practice and address challenges facing the industry.&nbsp;<\/p>\n<p>This year\u2019s event will focus on robust machine learning and practical artificial intelligence applications. The program will feature presentations by speakers from both industry and academia, including MIT-CSAIL Director, Dr. Daniela Rus; ETH Zurich\u2019s Professor Andreas Krause; and Vice President of Sustainability and Impact Initiatives at Planet Labs, Dr. Andrew Zolli.<\/p>\n<p>Dr. Ahmed Elmagarmid, executive director at QCRI, said: \u201cEach year, MLDAS provides an opportunity for experts in AI and Data Science to pause and reflect on recent advances and open research questions and help us separate the hype from the substance. A platform for knowledge-sharing and discussion, the focus of the symposium has always been to help tackle concrete challenges and problems.<\/p>\n<p>We encourage students and researchers in the scientific community as well as practitioners with an interest in these fields to join us virtually for MLDAS 2021 and to contribute their expertise to the program.\u201d<\/p>\n<p>Bernard Dunn, president of Boeing Middle East, Turkey, and Africa, said: \u201cMachine learning and data analytics are critical for every industry, and every year through symposiums like MLDAS, we find better ways to manage and analyze the data needed to make sound decisions. Our partnership with QCRI has allowed talent from around the world to gather and share their innovations, expose regional students to experts in the field, and advance Qatar\u2019s research and development objectives.\u201d<\/p>\n<p>The symposium will include a series of presentations and panel discussions involving distinguished researchers from industry and academia. Topics to be discussed include computer vision and perception, modeling uncertainty for increased robustness, human-computer decision systems research, reinforcement learning and artificial Intelligence for space applications.<\/p>\n<p>Other notable participants include Professor Tina Eliassi-Rad, Northeastern University; Professor Ian Davidson, University of California, Davis; Professor David Forsyth, University of Illinois \u2013 Urbana Champaign; Professor Alexander Rudnicky, Carnegie Mellon University; Dr. Adil Salim, KAUST; Professor Julie Shah, Massachusetts Institute of Technology; Professor Johans Suykens, KU Leuven \u2013 Belgium; and Professor Claire Tomlin, University of California, Berkeley.&nbsp;<\/p>\n<p>Prominent QCRI speakers include Dr. Halima Bensmail, Principal Scientist; Dr. Mohammad Amin Sadeghi, Scientist; and Dr. Hassan Sajjad, Scientist.<\/p>\n<div class=\"blog-social blog-content-inner\">\n<aside class=\"widget widget_social_icons\">\n<h4>Share this post<\/h4>\n<ul class=\"pull-right\">\n<li>\n<a href=\"javascript:void(0)\" onclick=\"if (!window.__cfRLUnblockHandlers) return false; javascript:genericSocialShare('http:\/\/www.facebook.com\/sharer.php?u=http:\/\/www.thepeninsulaqatar.com\/article\/13\/03\/2021\/QCRI-to-host-7th-annual-Machine-Learning-and-Data-Analytics-Symposium')\" class=\"fb\" data-cf-modified-e09a43d9b21b3edc8a78e7b0-><i class=\"fa fa-facebook\"><\/i><\/a>\n<\/li>\n<li>\n<a href=\"javascript:void(0)\" onclick=\"if (!window.__cfRLUnblockHandlers) return false; javascript:genericSocialShare('http:\/\/twitter.com\/share?text=QCRI to host 7th annual Machine Learning and Data Analytics Symposium&amp;url=http:\/\/www.thepeninsulaqatar.com\/article\/13\/03\/2021\/QCRI-to-host-7th-annual-Machine-Learning-and-Data-Analytics-Symposium')\" class=\"tw\" data-cf-modified-e09a43d9b21b3edc8a78e7b0-><i class=\"fa fa-twitter\"><\/i><\/a>\n<\/li>\n<li>\n<a href=\"javascript:void(0)\" onclick=\"if (!window.__cfRLUnblockHandlers) return false; javascript:genericSocialShare('whatsapp:\/\/send?text=QCRI to host 7th annual Machine Learning and Data Analytics Symposium  http:\/\/www.thepeninsulaqatar.com\/article\/13\/03\/2021\/QCRI-to-host-7th-annual-Machine-Learning-and-Data-Analytics-Symposium')\" data-cf-modified-e09a43d9b21b3edc8a78e7b0-><img data-recalc-dims=\"1\" decoding=\"async\" data-src=\"https:\/\/i0.wp.com\/techclot.com\/wp-content\/uploads\/2021\/03\/R7WE95.png?w=640&#038;ssl=1\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\"><\/a>\n<\/li>\n<\/ul>\n<\/aside>\n<\/div>\n<p><h3 class=\"cat-title\">Read also<\/h3>\n<\/p>\n<div class=\"col-md-4\">\n<div class=\"post-box related-art\">\n<div class=\"image-box\">\n<a href=\"https:\/\/www.thepeninsulaqatar.com\/article\/13\/03\/2021\/QU-Department-of-International-Affairs-marks-IWD\"><br \/>\n<img data-recalc-dims=\"1\" decoding=\"async\" data-src=\"https:\/\/i0.wp.com\/techclot.com\/wp-content\/uploads\/2021\/03\/6rmGFQ.jpg?w=640&#038;ssl=1\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\"><br \/>\n<\/a>\n<\/div>\n<div class=\"post-box-inner\" readability=\"25.879194630872\">\n<a href=\"https:\/\/www.thepeninsulaqatar.com\/article\/13\/03\/2021\/QU-Department-of-International-Affairs-marks-IWD\" class=\"box-read-more\"><br \/>\n<img data-recalc-dims=\"1\" decoding=\"async\" data-src=\"https:\/\/i0.wp.com\/techclot.com\/wp-content\/uploads\/2021\/03\/vf8tiC.png?w=640&#038;ssl=1\" alt=\"arrow\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\"><br \/>\nRead More<\/a><\/p>\n<div class=\"box-content post-content-style\" readability=\"28.333333333333\">\n<a href=\"https:\/\/www.thepeninsulaqatar.com\/article\/13\/03\/2021\/QU-Department-of-International-Affairs-marks-IWD\" class=\"block-title\">QU Department of International Affairs marks IWD<\/a><\/p>\n<p class=\"time\"><i class=\"fa fa-clock-o\"><\/i>&nbsp;13 Mar 2021 &#8211; 9:15<\/p>\n<p>Qatar University\u2019s (QU) Department of International Affairs (DIA) marked International Women\u2019s Day in a round table interaction attended by distinguished female diplomats from eight European Embassies and QU staff.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>Published at Sat, 13 Mar 2021 06:11:15 +0000<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Emerging Artificial Intelligence Technologies of 2020s: Formative AI Artificial intelligence technologies have always lived up&#8230;<\/p>\n","protected":false},"author":3,"featured_media":5500,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[3],"tags":[],"class_list":["post-5504","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/techclot.com\/wp-content\/uploads\/2021\/03\/81s0np.jpg?fit=900%2C500&ssl=1","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p3orZX-1qM","jetpack-related-posts":[],"_links":{"self":[{"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/posts\/5504","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/comments?post=5504"}],"version-history":[{"count":0,"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/posts\/5504\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/media\/5500"}],"wp:attachment":[{"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/media?parent=5504"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/categories?post=5504"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/techclot.com\/index.php\/wp-json\/wp\/v2\/tags?post=5504"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}