{"id":3568,"date":"2023-05-02T10:18:58","date_gmt":"2023-05-02T10:18:58","guid":{"rendered":"https:\/\/www.quinnox.com\/?page_id=3568"},"modified":"2023-11-24T11:29:05","modified_gmt":"2023-11-24T11:29:05","slug":"gartner-report-predicts-2023-simulation-combined-with-advanced-ai-techniques-will-drive-future-ai-investments","status":"publish","type":"page","link":"https:\/\/www.quinnox.com\/gartner-report\/predicts-2023-simulation-combined-with-advanced-ai-techniques-will-drive-future-ai-investments\/","title":{"rendered":"Simulation Combined With Advanced AI Techniques Will Drive Future AI Investments"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"3568\" class=\"elementor elementor-3568\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7255839 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"7255839\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-fada140\" data-id=\"fada140\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t \r\n\t\t<div class=\"elementor-element elementor-element-b7a7242 elementor-widget elementor-widget-heading\" data-id=\"b7a7242\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Download the Gartner\u00ae Report  |  Predicts 2023: Simulation Combined With Advanced AI Techniques Will Drive Future AI Investments<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-46b9997 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"46b9997\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4533a88\" data-id=\"4533a88\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3786797 elementor-widget elementor-widget-single_share\" data-id=\"3786797\" data-element_type=\"widget\" data-widget_type=\"single_share.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\r\n<section class=\"single-share\" id=\"share\">\r\n\t<div class=\"container\">\r\n\t\t<div class=\"single-events-detail\">\r\n\t\t\t<div class=\"row\">\r\n\t\t\t\t<div class=\"col-lg-12 col-md-4 align-self-center\">\r\n\t\t\t\t                <\/div>\r\n                <div class=\"col-lg-12 col-md-8 align-self-center justify-content-end\">\r\n\t\t\t\r\n\t\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t\t\t\r\n                        <ul>\r\n                            <li><a class=\"fb\" target=\"_blank\" href=\"http:\/\/www.facebook.com\/sharer.php?u=https:\/\/www.quinnox.com\/gartner-report\/predicts-2023-simulation-combined-with-advanced-ai-techniques-will-drive-future-ai-investments\/&amp;t=Simulation Combined With Advanced AI Techniques Will Drive Future AI Investments\"><\/a><\/li>\r\n                            <li><a class=\"tw\" target=\"_blank\" href=\"\/\/twitter.com\/share?url=https:\/\/www.quinnox.com\/gartner-report\/predicts-2023-simulation-combined-with-advanced-ai-techniques-will-drive-future-ai-investments\/\"><\/a><\/li>\r\n                            <li><a class=\"ln\" target=\"_blank\" href=\"http:\/\/www.linkedin.com\/shareArticle?mini=true&amp;title=Simulation Combined With Advanced AI Techniques Will Drive Future AI Investments&amp;url=https:\/\/www.quinnox.com\/gartner-report\/predicts-2023-simulation-combined-with-advanced-ai-techniques-will-drive-future-ai-investments\/\"><\/a><\/li>\r\n                        <\/ul>\r\n           \r\n                <\/div>\r\n            <\/div>  \r\n\t\t<\/div>\r\n\t<\/div>\r\n<\/section> \r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-ede0c9f elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"ede0c9f\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-476d28d\" data-id=\"476d28d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5cfe306 elementor-widget elementor-widget-text-editor\" data-id=\"5cfe306\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>According to a Gartner report, &#8220;<\/strong><strong>by 2026, organizations that do not build AI model observability capability will see a 20% decrease in the number of models running in production due to maintenance overheads.&#8221;<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7829629 elementor-widget elementor-widget-text-editor\" data-id=\"7829629\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>As <a href=\"https:\/\/www.quinnox.com\/ai-and-ml\/\">AI technologies<\/a> continue to become mainstream in enterprises, IT leaders must differentiate their organizations by implementing simulation platforms that integrate advanced analytics and realigning their teams with a cognitive science focus. This approach will enable companies to address the significant challenges associated with developing AI models, such as collecting enough data and validating models&#8217; accuracy.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3cbaf35 elementor-widget elementor-widget-text-editor\" data-id=\"3cbaf35\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\tThe report mentions that &#8220;Simulations, which are computational models that emulate the real or virtual worlds, are the ideal AI environments because they are easy to reuse and scale, provide a common world model, enable multiagent training and generate rare scenarios.&#8221; With simulation, organizations can create trials, scenarios, and environments that allow for the rapid refinement of AI systems and enable organizations to test models in controlled settings before pushing them into production.\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c4ec4f2 elementor-widget elementor-widget-text-editor\" data-id=\"c4ec4f2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Moreover, IT leaders can benefit more from their AI investments by <a href=\"https:\/\/www.quinnox.com\/modern-application-development\/\">modernizing AI practices<\/a>. For example, simulation can enable IT leaders to develop more sophisticated and intelligent systems tailored to specific use cases.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3054a76 elementor-widget elementor-widget-text-editor\" data-id=\"3054a76\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Combining simulation with advanced analytics also helps organizations identify patterns and insights to optimize both AI models and business processes. To capitalize on these benefits, IT leaders must develop a cognitive science focus emphasizing the critical skills required to build and deploy intelligent systems, including data science, machine learning, and natural language processing. By doing so, organizations can stay at the forefront of AI innovation, helping them remain competitive in increasingly crowded markets.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-1e5b5cb\" data-id=\"1e5b5cb\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a15dc95 elementor-widget elementor-widget-heading\" data-id=\"a15dc95\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Get your Gartner\u00ae Report here<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-581ce12 elementor-widget elementor-widget-text-editor\" data-id=\"581ce12\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\tAccess the Gartner Insights by downloading the report now!\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-16d9397 elementor-widget elementor-widget-text-editor\" data-id=\"16d9397\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<script charset=\"utf-8\" type=\"text\/javascript\" src=\"\/\/js.hsforms.net\/forms\/embed\/v2.js\"><\/script>\n<script>\n  hbspt.forms.create({\n    region: \"na1\",\n    portalId: \"21686145\",\n    formId: \"c68c603c-27f0-4350-b23e-99910154951d\"\n  });\n<\/script>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a25eb38 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a25eb38\" data-element_type=\"section\" id=\"Contactus\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-36fecaa\" data-id=\"36fecaa\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b8da9f9 elementor-widget elementor-widget-heading\" data-id=\"b8da9f9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Download this insightful and elaborative Gartner Predicts 2023: Simulation Combined With Advanced AI Techniques Will Drive Future AI Investments report to get detailed insight, assumptions and recommendations covering the following key findings:<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-51a5515 elementor-widget elementor-widget-text-editor\" data-id=\"51a5515\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"li-page\"><li style=\"list-style-type: none;\"><ul><li>General-purpose AI Simulation Platforms are emerging to address the issues of scale, complexity, and reusability. Simulations, which are computational models that emulate the real or virtual worlds, are ideal AI environments because they are easy to reuse and scale, provide a common world model, enable multi-agent training, and generate rare scenarios.<\/li><li>The shift from model-at-a-time approaches to a more distributed systems theory approach cannot scale without reducing technical debt \u2014 which today lies primarily in domain modeling and composite AI assemblies (projects). Today, experts use various tools and methods, thwarting reuse and deeper collaboration.<\/li><li>AI models are increasing in number and complexity to where changes in data, code, infrastructure, applications, internal or external services, or even business processes can lead to a loss in predictive accuracy, unintended model outputs, or outright model failure. This fragmentation hampers the ability to observe AI model behavior throughout the life cycle.<\/li><li>Foundation models are rapidly evolving to be multimodal, enabling them to serve new use cases such as text-to-image, text-to-code, and scientific use cases (e.g., drug discovery and chemical formulation).<\/li><\/ul><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a565875 elementor-widget elementor-widget-text-editor\" data-id=\"a565875\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<span style=\"color: #808080;\"><em>Gartner, Predicts 2023: Simulation Combined With Advanced AI Techniques Will Drive Future AI Investments, Anthony Mullen, Chirag Dekate, et al., 10 January 2023.<\/em><\/span>\n\n&nbsp;<\/br><\/br>\n\n<strong>Get Your Report Today!<\/strong>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Download the Gartner\u00ae Report | Predicts 2023: Simulation Combined With Advanced AI Techniques Will Drive Future AI Investments According to a Gartner report, &#8220;by 2026, organizations that do not build AI model observability capability will see a 20% decrease in the number of models running in production due to maintenance overheads.&#8221; As AI technologies continue [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":3691,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_acf_changed":false,"rank_math_lock_modified_date":false,"inline_featured_image":false,"footnotes":""},"class_list":["post-3568","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"rankMath":{"parentDomain":"www.quinnox.com","noFollowDomains":[],"noFollowExcludeDomains":[],"noFollowExternalLinks":false,"featuredImageNotice":"The featured image should be at least 200 by 200 pixels to be picked up by Facebook and other social media sites.","pluginReviewed":false,"postSettings":{"linkSuggestions":true,"useFocusKeyword":false},"frontEndScore":false,"postName":"gartner-report-predicts-2023-simulation-combined-with-advanced-ai-techniques-will-drive-future-ai-investments","permalinkFormat":"https:\/\/www.quinnox.com\/gartner-report\/predicts-2023-simulation-combined-with-advanced-ai-techniques-will-drive-future-ai-investments\/","showLockModifiedDate":true,"assessor":{"focusKeywordLink":"https:\/\/www.quinnox.com\/wp-admin\/edit.php?focus_keyword=%focus_keyword%&post_type=%post_type%","hasTOCPlugin":true,"primaryTaxonomy":false,"serpData":{"title":"Learn about Advanced AI techniques from new Gartner Report - Quinnox","description":"Gartner predicts that in 2023, Simulation Combined With Advanced AI Techniques Will Drive Future AI Investments. 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