{"id":22752,"date":"2021-04-20T07:58:00","date_gmt":"2021-04-20T07:58:00","guid":{"rendered":"https:\/\/www.experfy.com\/blog\/ai-leaders-prepare-the-looming-eu-regulations\/"},"modified":"2023-08-26T05:39:33","modified_gmt":"2023-08-26T05:39:33","slug":"ai-leaders-prepare-the-looming-eu-regulations","status":"publish","type":"post","link":"https:\/\/www.experfy.com\/blog\/ai-ml\/ai-leaders-prepare-the-looming-eu-regulations\/","title":{"rendered":"How AI Leaders Should Prepare For The Looming EU Regulations"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"22752\" class=\"elementor elementor-22752\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-74753b5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"74753b5\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-28c4087\" data-id=\"28c4087\" data-element_type=\"column\" data-e-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-9ea87b5 elementor-widget elementor-widget-heading\" data-id=\"9ea87b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">New regulations impose obligations, including post-market monitoring, on all companies using \u201chigh-risk\u201d AI in the EU<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-900d117 elementor-widget elementor-widget-text-editor\" data-id=\"900d117\" data-element_type=\"widget\" data-e-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\t\t<p id=\"b691\">Last week, a draft of the EU\u2019s highly anticipated&nbsp;<a href=\"https:\/\/drive.google.com\/file\/d\/1ZaBPsfor_aHKNeeyXxk9uJfTru747EOn\/view\" target=\"_blank\" rel=\"noreferrer noopener\">Regulation on A European Approach For Artificial Intelligence<\/a>&nbsp;was leaked. The official version is expected this week.<\/p>\n<p id=\"19e0\">Although as non-lawyers, we cannot offer a legal analysis of the regulation, we can say that the draft makes clear that the EU is preparing to take a robust approach to regulating AI, from ensuring good data sets, to proper testing and training of the system, required registration in a newly created EU database, mandatory post-market monitoring, and penalties for those who fail to comply.<\/p>\n<p id=\"7312\">The regulation has broad implications. Although most of the provisions are limited to \u201chigh risk\u201d AI systems, \u201chigh risk\u201d seems to be defined quite broadly. The draft directly lists some \u201chigh risk\u201d AI use-cases such as employee \/ candidate assessment, determining creditworthiness and operating essential public infrastructure. Additionally, the draft declares that the parameters defining \u201chigh risk AI\u201d would be dynamic, and that the commission is empowered to include additional use-cases under these definitions according to the severity and probability of causing harm.<\/p>\n<p id=\"790a\">Time will tell just how broadly this regulation is applied and how many different types of AI systems are covered. However, as the term \u201chigh risk\u201d is broadly defined, and the regulation encourages providers of non-high-risk AI to comply as well, forward-thinking companies should start planning now how they will comply with this new, sweeping regulation.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-205ed41 elementor-widget elementor-widget-heading\" data-id=\"205ed41\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">So, what should you do to prepare?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-929b25d elementor-widget elementor-widget-heading\" data-id=\"929b25d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">1. Time to change your thinking<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f487ea9 elementor-widget elementor-widget-text-editor\" data-id=\"f487ea9\" data-element_type=\"widget\" data-e-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\t\t<p id=\"4273\">Throughout the draft, \u201cAI systems\u201d and not \u201cmodels\u201d is the prevailing term. This shift from \u201cmodel\u201d to \u201csystem\u201d may be challenging for data scientists as traditionally, the \u201cmodel\u201d has been the end goal of the research project. Additionally, many of the tools used by data scientists are model centric. That might work for the research phase, but production systems typically contain more than the one model (and many other pieces besides the model), and it\u2019s the entire AI system that will need to be registered (yes, all high-risk AI systems will be registered in an EU database). It\u2019s the entire AI system that will need to pass conformity tests.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8cef2cd elementor-widget elementor-widget-heading\" data-id=\"8cef2cd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">2. Get organized!<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9e006f2 elementor-widget elementor-widget-image\" data-id=\"9e006f2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0uy-h0J9e1AyFEDZS-1024x683.jpeg\" class=\"attachment-large size-large wp-image-19187\" alt=\"How AI Leaders Should Prepare For The Looming EU Regulations\" srcset=\"https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0uy-h0J9e1AyFEDZS-1024x683.jpeg 1024w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0uy-h0J9e1AyFEDZS-300x200.jpeg 300w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0uy-h0J9e1AyFEDZS-768x512.jpeg 768w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0uy-h0J9e1AyFEDZS-1536x1024.jpeg 1536w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0uy-h0J9e1AyFEDZS-2048x1366.jpeg 2048w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0uy-h0J9e1AyFEDZS-610x407.jpeg 610w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0uy-h0J9e1AyFEDZS-750x500.jpeg 750w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0uy-h0J9e1AyFEDZS-1140x760.jpeg 1140w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Photo by&nbsp;<a href=\"https:\/\/unsplash.com\/@jonah_jpg?utm_source=medium&amp;utm_medium=referral\" target=\"_blank\" rel=\"noopener\">Jonah Pettrich<\/a>&nbsp;on&nbsp;<a href=\"https:\/\/unsplash.com\/?utm_source=medium&amp;utm_medium=referral\" target=\"_blank\" rel=\"noopener\">Unsplash<\/a><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-19d74a7 elementor-widget elementor-widget-text-editor\" data-id=\"19d74a7\" data-element_type=\"widget\" data-e-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\t\t<p id=\"9240\">The draft makes clear that your AI system must be organized, transparent, and documented. Specifically, you must:<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8018043 elementor-widget elementor-widget-text-editor\" data-id=\"8018043\" data-element_type=\"widget\" data-e-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\t\t<ul><li>Save the datasets on which you train and test each model version<\/li><li>Create clear technical documentation for your system, which can trace back every decision you made in building it<\/li><li>Be transparent and inform your users about considerations when using your AI system<\/li><\/ul>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d6ff48 elementor-widget elementor-widget-text-editor\" data-id=\"2d6ff48\" data-element_type=\"widget\" data-e-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\t\t<p id=\"72e2\">Fortunately, an array of tools already exist to help with documentation and record keeping around your datasets, models and system design. MLFlow and other ML platforms enable you to manage experiments, register models and save training data, while end-user communication tools are already common in every organization.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b56b9a2 elementor-widget elementor-widget-heading\" data-id=\"b56b9a2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">3. Ensure human oversight of your AI system<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-94a0481 elementor-widget elementor-widget-image\" data-id=\"94a0481\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"682\" src=\"https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0v4SQaLFIhLYn3H9W-1024x682.jpeg\" class=\"attachment-large size-large wp-image-19188\" alt=\"\u201cHigh-risk\u201d AI systems will have to have trained humans to provide oversight and bypass the system when necessary.\" srcset=\"https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0v4SQaLFIhLYn3H9W-1024x682.jpeg 1024w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0v4SQaLFIhLYn3H9W-300x200.jpeg 300w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0v4SQaLFIhLYn3H9W-768x512.jpeg 768w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0v4SQaLFIhLYn3H9W-1536x1024.jpeg 1536w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0v4SQaLFIhLYn3H9W-2048x1365.jpeg 2048w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0v4SQaLFIhLYn3H9W-610x407.jpeg 610w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0v4SQaLFIhLYn3H9W-750x500.jpeg 750w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0v4SQaLFIhLYn3H9W-1140x760.jpeg 1140w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Photo by&nbsp;<a href=\"https:\/\/unsplash.com\/@cdc?utm_source=medium&amp;utm_medium=referral\" target=\"_blank\" rel=\"noopener\">CDC<\/a>&nbsp;on&nbsp;<a href=\"https:\/\/unsplash.com\/?utm_source=medium&amp;utm_medium=referral\" target=\"_blank\" rel=\"noopener\">Unsplash<\/a><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-94a7474 elementor-widget elementor-widget-text-editor\" data-id=\"94a7474\" data-element_type=\"widget\" data-e-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\t\t<p id=\"2188\">A key point of the regulation is that AI systems must have human oversight. Instead of just being \u201cin the loop\u201d, a person must be on point to be alerted when something unexpected happens. This person must be able to understand what is happening and have the ability to override the system.<\/p>\n<p id=\"9cd7\">Already today, in mature data-driven processes, such as fraud detection and risk assessment, human analysts supplement models and forecasts. We predict that in many other sectors, and certainly in \u201chigh risk\u201d AI driven processes, such analysts will be trained and equipped with tools for a better human-machine interface.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a8bef4 elementor-widget elementor-widget-heading\" data-id=\"5a8bef4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">4. Institute a smart go\/no-go mechanism to avoid bias when updating your AI system<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-37ef470 elementor-widget elementor-widget-image\" data-id=\"37ef470\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"682\" src=\"https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0tFZb1b4BclUcaI43-1024x682.jpeg\" class=\"attachment-large size-large wp-image-19189\" alt=\"Updates to models and AI systems will have to conform to the regulations, and must be checked before going to market.\" srcset=\"https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0tFZb1b4BclUcaI43-1024x682.jpeg 1024w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0tFZb1b4BclUcaI43-300x200.jpeg 300w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0tFZb1b4BclUcaI43-768x512.jpeg 768w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0tFZb1b4BclUcaI43-1536x1024.jpeg 1536w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0tFZb1b4BclUcaI43-2048x1365.jpeg 2048w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0tFZb1b4BclUcaI43-610x407.jpeg 610w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0tFZb1b4BclUcaI43-750x500.jpeg 750w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/0tFZb1b4BclUcaI43-1140x760.jpeg 1140w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Photo by&nbsp;<a href=\"https:\/\/unsplash.com\/@eliobedsuarez?utm_source=medium&amp;utm_medium=referral\" target=\"_blank\" rel=\"noopener\">Eliobed Suarez<\/a>&nbsp;on&nbsp;<a href=\"https:\/\/unsplash.com\/?utm_source=medium&amp;utm_medium=referral\" target=\"_blank\" rel=\"noopener\">Unsplash<\/a><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1acf73 elementor-widget elementor-widget-text-editor\" data-id=\"a1acf73\" data-element_type=\"widget\" data-e-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\t\t<p id=\"6983\">The quality of your data matters. The draft requires you to ensure that your training and test data does not contain low-quality <a href=\"https:\/\/www.experfy.com\/blog\/bigdata-cloud\/gdpr-challenge-finding-the-data-that-needs-to-be-forgotten\/\" target=\"_blank\" rel=\"noreferrer noopener\">data<\/a> or biases.<\/p>\n<p id=\"ae2d\">We draw two implications from these data quality\/bias related provisions. First, you must look beyond inputs and outputs of models. Leverage metadata (e.g., race, gender) and business dimensions (e.g., geolocation) to assess your data and the entire system\u2019s behavior in subpopulations to ensure appropriate statistical representation and avoid bias. Second, teams will need to establish a robust, automated process to validate that there\u2019s no bias whenever new versions are released (and block releases when biases exist).<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e966ea elementor-widget elementor-widget-heading\" data-id=\"4e966ea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">5. Implement an end to end AI monitoring solution<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-65becdd elementor-widget elementor-widget-image\" data-id=\"65becdd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"724\" height=\"648\" src=\"https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/1XXOjEh4Yaamkn5N6-RuaHA.jpeg\" class=\"attachment-large size-large wp-image-19190\" alt=\"How AI Leaders Should Prepare For The Looming EU Regulations\" srcset=\"https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/1XXOjEh4Yaamkn5N6-RuaHA.jpeg 724w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/1XXOjEh4Yaamkn5N6-RuaHA-300x269.jpeg 300w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/1XXOjEh4Yaamkn5N6-RuaHA-610x546.jpeg 610w\" sizes=\"(max-width: 724px) 100vw, 724px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Copyrights: Mona Labs inc. (2021)<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1e6303f elementor-widget elementor-widget-text-editor\" data-id=\"1e6303f\" data-element_type=\"widget\" data-e-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\t\t<p id=\"0186\">The regulation is specific in its requirements for a post-market monitoring system. According to section 83 in the draft:<\/p>\n<blockquote class=\"wp-block-quote\"><p>In order to ensure that experience from the use of high-risk AI systems they design and develop is taken into account for improving the development process or take any possible corrective action in a timely manner,&nbsp;<strong>all providers should have a post-market monitoring system in place<\/strong>.<\/p><\/blockquote>\n<p id=\"ed13\">If you\u2019ve been following our writing, you know that we believe that&nbsp;<a href=\"https:\/\/towardsdatascience.com\/the-definitive-guide-to-ai-monitoring-2427812cc1b\" target=\"_blank\" rel=\"noreferrer noopener\">a comprehensive monitoring strategy can make a real difference for teams<\/a>, aiming to turn their AI research investments to scalable business operations.<\/p>\n<p id=\"3419\">The draft specifically discusses \u201cAI systems which continue to learn\u201d in production. This is an acknowledgment that potential risks of AI systems emerge over time, and cannot be pre-mitigated when these systems are initially launched. Another strong argument for monitoring being a critical enabler for safe, and reliable continuous evolution in AI environments.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cab9341 elementor-widget elementor-widget-heading\" data-id=\"cab9341\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">In conclusion<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-003cd20 elementor-widget elementor-widget-text-editor\" data-id=\"003cd20\" data-element_type=\"widget\" data-e-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\t\t<p id=\"ff58\">The EU is leading the charge to regulate and manage the vast emerging AI market. However, we are confident that we will see similar regulations from other governments in the near future. The implications for the entire AI industry are huge, and it is best to get out in front of and prepare for these regulations now by implementing the right tools and processes.<\/p>\n<p id=\"4ea7\">Are you on a team building or operating an AI system that could be covered under these new regulations?&nbsp;<a href=\"mailto:itai@monalabs.io\">Get in touch<\/a>. We would love to hear how you are thinking about navigating this new regulatory landscape.<\/p>\n<p id=\"97f1\"><em>Thanks to&nbsp;<\/em><a href=\"https:\/\/www.linkedin.com\/in\/yotam-oren-4955733\/\" rel=\"noopener\"><em>Yotam Oren<\/em><\/a><em>&nbsp;for collaborating with me on this. Originally posted on&nbsp;<\/em><a href=\"http:\/\/blog.monalabs.io\/\" rel=\"noopener\"><em>blog.monalabs.io<\/em><\/a><em>.<\/em><\/p>\n\t\t\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>The EU is leading the charge to regulate and manage the vast emerging AI market.  The implications for the entire AI industry are huge, and it is best to get out in front of and prepare for these regulations now by implementing the right tools and processes.<\/p>\n","protected":false},"author":1111,"featured_media":19191,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[183],"tags":[97,264,1507,1508],"ppma_author":[3781],"class_list":["post-22752","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-ml","tag-artificial-intelligence","tag-compliance","tag-eu-regulations","tag-monotoring"],"authors":[{"term_id":3781,"user_id":1111,"is_guest":0,"slug":"itai-bar-sinai","display_name":"Itai Bar-Sinai","avatar_url":"https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/Itai-Bar-Sinai-150x150.jpeg","user_url":"http:\/\/www.monalabs.io","last_name":"Bar-Sinai","first_name":"Itai","job_title":"","description":"Itai Bar-Sinai is Co-founder and CPO at Mona Labs that works for Intelligent Monitoring for AI."}],"_links":{"self":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/22752","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/users\/1111"}],"replies":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/comments?post=22752"}],"version-history":[{"count":4,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/22752\/revisions"}],"predecessor-version":[{"id":31523,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/22752\/revisions\/31523"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/media\/19191"}],"wp:attachment":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/media?parent=22752"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/categories?post=22752"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/tags?post=22752"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/ppma_author?post=22752"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}