{"id":25742,"date":"2022-03-24T17:03:59","date_gmt":"2022-03-24T16:03:59","guid":{"rendered":"https:\/\/www.grin.com\/artificial-intelligence-what-can-it-do-and-where-is-it-used\/"},"modified":"2022-04-29T11:34:12","modified_gmt":"2022-04-29T09:34:12","slug":"artificial-intelligence-what-can-it-do-and-where-is-it-used","status":"publish","type":"page","link":"https:\/\/www.grin.com\/en\/specialist-topics\/artificial-intelligence-what-can-it-do-and-where-is-it-used\/","title":{"rendered":"Artificial intelligence: What can it do and where is it used?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"25742\" class=\"elementor elementor-25742 elementor-18958\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-83be702 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"83be702\" 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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-dccea6f\" data-id=\"dccea6f\" 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-2c1714e elementor-widget elementor-widget-grin-headerimage-widget\" data-id=\"2c1714e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"grin-headerimage-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"headerimage\">\n    <div class=\"image-container\"><img decoding=\"async\" width=\"2400\" height=\"1080\" src=\"https:\/\/www.grin.com\/wp-content\/uploads\/2021\/10\/KI_Header1.jpg\" class=\"attachment-full size-full\" alt=\"Bild, das Sprachassistenzsystem zeigt\" srcset=\"https:\/\/www.grin.com\/wp-content\/uploads\/2021\/10\/KI_Header1.jpg 2400w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/10\/KI_Header1-300x135.jpg 300w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/10\/KI_Header1-1024x461.jpg 1024w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/10\/KI_Header1-768x346.jpg 768w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/10\/KI_Header1-1536x691.jpg 1536w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/10\/KI_Header1-2048x922.jpg 2048w\" sizes=\"(max-width: 2400px) 100vw, 2400px\" \/><\/div>\n    <h1>Artificial intelligence<\/h1>\n<\/div>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f91f705 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f91f705\" 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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1b2badd\" data-id=\"1b2badd\" 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-58240d7 elementor-widget elementor-widget-text-editor\" data-id=\"58240d7\" 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>Alexa, what time is it? This name is not only popular because it sounds beautiful, but also because it can do a lot \u2013 thanks to artificial intelligence. But what exactly is it? AI or Artificial Intelligence (AI) is the umbrella term for machines that, like humans, provide intelligent thinking and learning services. These include, for example the subcategories robotics and machine learning, i.e. the artificial generation of knowledge from experience. The goal of artificial intelligence is to solve problems independently and to support people in their everyday lives \u2013 just like Alexa.<\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-77018ec elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"77018ec\" 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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1f15405\" data-id=\"1f15405\" 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-194100e elementor-toc--minimized-on-tablet elementor-widget elementor-widget-table-of-contents\" data-id=\"194100e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;headings_by_tags&quot;:[&quot;h2&quot;,&quot;h3&quot;],&quot;exclude_headings_by_selector&quot;:&quot;.whitebox h2&quot;,&quot;marker_view&quot;:&quot;numbers&quot;,&quot;no_headings_message&quot;:&quot;No headings were found on this page.&quot;,&quot;minimize_box&quot;:&quot;yes&quot;,&quot;minimized_on&quot;:&quot;tablet&quot;,&quot;hierarchical_view&quot;:&quot;yes&quot;,&quot;min_height&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"table-of-contents.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__header\">\n\t\t\t\t\t\t<div class=\"elementor-toc__header-title\">\n\t\t\t\tContent\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--expand\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__194100e\" aria-expanded=\"true\" aria-label=\"Open table of contents\"><i aria-hidden=\"true\" class=\"fas fa-chevron-down\"><\/i><\/div>\n\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--collapse\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__194100e\" aria-expanded=\"true\" aria-label=\"Close table of contents\"><i aria-hidden=\"true\" class=\"fas fa-chevron-up\"><\/i><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<div id=\"elementor-toc__194100e\" class=\"elementor-toc__body\">\n\t\t\t<div class=\"elementor-toc__spinner-container\">\n\t\t\t\t<i class=\"elementor-toc__spinner eicon-animation-spin eicon-loading\" aria-hidden=\"true\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2abbead elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2abbead\" 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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ecec113\" data-id=\"ecec113\" 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-5974413 elementor-blockquote--skin-border elementor-widget elementor-widget-blockquote\" data-id=\"5974413\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\tI believe this artificial intelligence is going to be our partner. If we misuse it, it will be a risk. If we use it right, it can be our partner.\t\t\t<\/p>\n\t\t\t\t\t\t\t<div class=\"e-q-footer\">\n\t\t\t\t\t\t\t\t\t\t\t<cite class=\"elementor-blockquote__author\">Masayoshi Son, founder and CEO of SoftBank Capital<\/cite>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/blockquote>\n\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6de7166 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6de7166\" 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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e1a25ff\" data-id=\"e1a25ff\" 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-ce8e3a8 elementor-widget elementor-widget-text-editor\" data-id=\"ce8e3a8\" 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<h2 class=\"small\">What makes AI?<\/h2><p>In contrast to a rule-based, purpose-built program, artificial intelligence is designed to solve problems independently. This requires three steps: first, it has to understand what information belongs together in order to combine it into knowledge which it can reproduce in an understandable form. Second, it must be able to understand and document an argumentation process. Finally, it must be able to learn.<\/p><p>While in simple programming, algorithms determine the exact steps required to accomplish a particular task, AI algorithms are programmed to independently create the necessary steps. This is necessary because there are problems that are too complex to encode in a step-by-step procedure.<\/p><p>Take image recognition. If a program tried to take into account all possible cases, it would be infinitely long: for example, in a photo of a person different lighting conditions, hairstyles, clothing, and the entire environment of the photo would have to be predicted and written down so that the program can recognize the person in the picture.<\/p><p>AI, on the other hand, can learn the appearance of a person from a number of existing images. It then applies this knowledge to new images to check whether they show the same person. Thus, it can react to unknown situations and learn from experience.<\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-96059a4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"96059a4\" 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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b72a9f1\" data-id=\"b72a9f1\" 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-4064c26 elementor-widget elementor-widget-text-editor\" data-id=\"4064c26\" 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<h2 class=\"small\">AI in everyday life<\/h2><h3 class=\"small\">Smart Phones<\/h3><p>Most people already use AI systems in their everyday lives without being aware of it. A good example is smartphones. When it comes to facial recognition, smartphone manufacturers have been using AI for a long time. As a result, smartphones can recognize people and categorize them. Smartphones also easily recognize objects in front of the camera and adjust the camera accordingly. In addition, thanks to artificial intelligence, the gallery app can recognize different faces and assign keywords to each image. The search function then makes it easy to find concise motifs by filtering for these same terms.<\/p><h3 class=\"small\">Spotify, Netflix, and Co<\/h3><p>More and more people are using streaming services such as Netflix or Amazon Prime Video. Artificial intelligence powers the recommendation engine of these services and uses users\u2019 previous tv watching habits to suggest movies and TV series that might interest them. So, the system is highly personalized based on the time of day and the shipments that users have traditionally preferred in that time frame. This also applies to music streaming services such as Spotify. These also collect information to determine what users might like. This doesn\u2019t always work but the system learns from such mistakes. In this way, it succeeds in putting together an accurate watch or playlist.<\/p><h3 class=\"small\">Social Media<\/h3><p>Social media platforms such as Facebook or Twitter use artificial intelligence to personalize the feed for respective users \u2013 based on their previous behavior pattern \u2013 retrieve friend suggestions and use machine learning to combat cyberbullying. In addition, artificial intelligence helps to identify questionable content in social networks. This includes potentially violent, pornographic, or politically extreme content. The AI automatically marks images, texts, videos, and audio files that (could) fall into this category and deletes them if necessary.<\/p><h3 class=\"small\">Alexa, Cortana, Siri, and Co.<\/h3><p>Digital voice assistants such as Alexa, Siri, or Cortana have become co-pilots that have become indispensable for many people. These tools use AI-driven natural language processing and speech generation to answer their users\u2019 questions and respond to their prompts. Real dialogues are not yet possible with these little helpers but the trend moves toward a growing number of digital voice assistants: Worldwide, there are already millions of Alexa devices. This means that the artificial intelligence behind Alexa learns every day through millions of interactions.<\/p><h3 class=\"small\">Automatic translations<\/h3><p>Translation tools for written and spoken language also rely on artificial intelligence to provide and improve translations. Services such as DeepL, which are based on deep learning, no longer proceed word by word but analyze entire sentences, search the Internet for similar sentences at lightning speed, and then translate accordingly. And here, too, the more feedback the system receives, the better it gets. AI can also be used to create automatic subtitles for video content or TV shows.<\/p><h3 class=\"small\">Online shopping and advertising<\/h3><p>Companies use artificial intelligence to give customers personalized recommendations based, for example, on previous product searches and purchases or on their online behavior. AI is of great importance for retail, especially in the optimization of products, the planning of inventories, and logistics.<\/p><h3 class=\"small\">Fraud detection on PayPal<\/h3><p>Online retailers are repeatedly confronted with fraud and payment defaults. Artificial intelligence helps merchants and, above all, payment providers to master these challenges. The payment provider PayPal analyzes and classifies each transaction using machine learning algorithms. These machine learning models can predict whether a user\u2019s card will be rejected for a transaction and prevent the purchase from being completed. Thus, fraud detections take place on several levels and protect users from data loss. Without AI, PayPal would not be able to offer services such as buyer protection as the risk of mass payment defaults would be too big.<\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1bca466 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1bca466\" 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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5d460d1\" data-id=\"5d460d1\" 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-671ecc4 elementor-widget elementor-widget-text-editor\" data-id=\"671ecc4\" 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<h2 class=\"small\">GRIN recommendation: A good overview of the topic<\/h2>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-81cf9a9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"81cf9a9\" 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=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-12c0523\" data-id=\"12c0523\" 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-a3909e3 elementor-widget elementor-widget-grin-publications-single-publication-widget\" data-id=\"a3909e3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"grin-publications-single-publication-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"box publications-single-publication\">\n    <div class=\"contentarea\">\n        <p class=\"h2-like\"><\/p>\n        <div class=\"single-publication-widget-area\">\n            <div class=\"slide-item\">\r\n<div class=\"tabcontent-column\">\r\n<div class=\"tabcontent-column-content-container\"><a href=\"https:\/\/www.grin.com\/document\/448565\"><img decoding=\"async\" src=\"https:\/\/cdn.openpublishing.com\/images\/cover\/brand\/e-book\/1\/448565_normal.jpg\" alt=\"How will Big Data change the way managers make decisions? Artificial intelligence and its impact on managerial decision making\" \/><\/a>How will Big Data change the way managers make decisions? Artificial intelligence and its impact on managerial decision making\r\n\r\n<strong>36.99 \u20ac<\/strong>\r\n\r\n<\/div>\r\n<\/div>\r\n<\/div>\n        <\/div>\n    <\/div>\n<\/div>\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-top-column elementor-element elementor-element-ef2840f\" data-id=\"ef2840f\" 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-6dd6837 elementor-widget elementor-widget-text-editor\" data-id=\"6dd6837\" 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>Today\u2019s most precious raw material is not gold, but Big Data: Each one of us generates a huge amount of information every single day, rendering thus both ourselves and our choices transparent. But in addition to that, Big Data helps companies to improve their decision-making.<\/p><p>Since managers have to address highly complex issues in an increasingly complicated world, they rely on Big Data and artificial intelligence, as Carolin Nothof explains. By considering various external factors, their algorithms predict the right entrepreneurial choices.<\/p><p>These choices can be made in areas such as retail, Human Resources, the Internet of Things, and marketing. Nothof\u2019s publication is not only rich in theoretical explanations, but also gives examples of the practical use of Big Data in various industries. Machines are our best co-workers.<\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-138eefb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"138eefb\" 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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2ff3aee\" data-id=\"2ff3aee\" 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-33ade81 elementor-widget elementor-widget-text-editor\" data-id=\"33ade81\" 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<h2 class=\"small\">Definitions<\/h2><h3 class=\"small\">Machine Learning and Deep Learning<\/h3><p>Machine learning is about feeding data to a computer and letting it perform tasks on this data basis, the execution of which is repeatedly corrected by humans. In this way, the computer learns from its mistakes and avoids them independently on the next attempt. Machine learning is one of the largest subfields of AI.<\/p><p>Deep learning, a form of machine learning, goes one step further. At the core of deep learning are artificial neural networks that try to mathematically represent the structures of the human brain. Among other things, these networks can find hidden patterns in data, and thus, relieve humans of a lot of work.<\/p><p>In recent years, there have been great advances in the field of machine learning. As our computers become more powerful and algorithms more sophisticated, it is no longer a problem to process large data sets (\u201cbig data\u201d). This, in turn, ensures that AI research is also progressing faster.<\/p><h3 class=\"small\">Robot<\/h3><p>According to the UNESCO Report on Robot Ethics 2017, robots can be characterized as follows:<\/p><ol><li><strong>Mobility<\/strong>: an important factor to function in human environments such as hospitals and offices<\/li><li><p><strong>Interactivity<\/strong>: enabled by sensors and motors, relevant information is collected which allows the robot to interact with its environment<\/p><\/li><li><strong>Communication<\/strong>: Computer interfaces, voice recognition and speech synthesis systems ensure that the robot can communicate with humans<\/li><li><strong>Autonomy<\/strong>: the ability to &#8220;think&#8221; and act independently without direct control<\/li><\/ol><h3 class=\"small\">Artificial neural networks<\/h3><p>Artificial neurons are simplified images of a human nerve cell. They are interconnected and intended to map a natural nervous system in order to be able to understand and imitate the information processing of the human brain. For this purpose, artificial neural networks use algorithms that train each other and combine their knowledge with each other. This technique makes it possible, for example, to recognize faces or human voices.<\/p><h3 class=\"small\">Strong and weak AI<\/h3><p>Artificial intelligence can be divided into strong and weak AI.<\/p><p>Strong AI includes all approaches that try to map and imitate humans and the processes taking place in the brain. The main characteristics of strong AI are consciousness and empathy. It includes many attributes that we consider to be part of human intelligence.<\/p><p>In the case of weak AI, on the other hand, algorithms are specifically developed for specific, delimited problems. Thus, they can only solve certain tasks. Weak AI is now technologically feasible and already implemented in numerous software solutions, whereas the criteria for a strong AI cannot yet be met.<\/p><p>The distinction is originally based on the philosophical difference between \u201cbeing intelligent\u201d and \u201cacting intelligently\u201d: weak AI shows only seemingly intelligent behavior, while the strong AI is considered to be intelligent.<\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-160df90 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"160df90\" 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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1a8788b\" data-id=\"1a8788b\" 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-f04129f elementor-widget elementor-widget-text-editor\" data-id=\"f04129f\" 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<h2 class=\"small\">Limitations of AI<\/h2><ul><li><em>Energy consumption<\/em>: the best neurochips are about a thousand times the size of the human brain, most supercomputers need much more power<\/li><li><em>Fault tolerance<\/em>: if you give the AI incorrect or incomplete data, it cannot process it as it fails to understand it<\/li><li><em>Emotions<\/em>: machines will have a hard time developing emotional or social intelligence simply because of the lack of a biological body including its hormones.<\/li><li><em>Human intuition<\/em>: Humans have a lot of implicit knowledge and what is commonly referred to as &#8220;common sense&#8221; \u2013 machines can&#8217;t reproduce that<\/li><li><em>Inventiveness<\/em>: Computers can copy, imitate and recombine, but not create anything completely new<\/li><li><em>Island talent<\/em>: AI is limited to its programming and cannot provide answers to questions for which it wasn\u2019t designed<\/li><\/ul>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ac17062 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ac17062\" 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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1459393\" data-id=\"1459393\" 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-e4fa1cb elementor-blockquote--skin-border elementor-widget elementor-widget-blockquote\" data-id=\"e4fa1cb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\tThe new spring in AI is the most significant development in computing in my lifetime. Every month, there are stunning new applications and transformative new techniques. But such powerful tools also bring with them new questions and responsibilities.\t\t\t<\/p>\n\t\t\t\t\t\t\t<div class=\"e-q-footer\">\n\t\t\t\t\t\t\t\t\t\t\t<cite class=\"elementor-blockquote__author\">Sergey Brin, co-developer and co-founder of Google<\/cite>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/blockquote>\n\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d332941 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d332941\" 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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7dde803\" data-id=\"7dde803\" 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-233b091 elementor-widget elementor-widget-text-editor\" data-id=\"233b091\" 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<h2 class=\"small\">GRIN recommendation: Artificial intelligence in the financial sector<\/h2>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ee3bf8a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ee3bf8a\" 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=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-574d0fa\" data-id=\"574d0fa\" 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-a95bb42 elementor-widget elementor-widget-grin-publications-single-publication-widget\" data-id=\"a95bb42\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"grin-publications-single-publication-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"box publications-single-publication\">\n    <div class=\"contentarea\">\n        <p class=\"h2-like\"><\/p>\n        <div class=\"single-publication-widget-area\">\n            <div class=\"slide-item\">\r\n<div class=\"tabcontent-column\">\r\n<div class=\"tabcontent-column-content-container\"><a href=\"https:\/\/www.grin.com\/document\/978317\"><img decoding=\"async\" src=\"https:\/\/cdn.openpublishing.com\/images\/cover\/brand\/e-book\/1\/978317_normal.jpg\" alt=\"Robo Advisors. How to increase trust in Artificial Intelligence compared to traditional financial advisory\" \/><\/a>Robo Advisors. How to increase trust in Artificial Intelligence compared to traditional financial advisory\r\n\r\n<strong>29.99 \u20ac<\/strong>\r\n\r\n<\/div>\r\n<\/div>\r\n<\/div>\n        <\/div>\n    <\/div>\n<\/div>\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-top-column elementor-element elementor-element-abb32e2\" data-id=\"abb32e2\" 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-d39c44d elementor-widget elementor-widget-text-editor\" data-id=\"d39c44d\" 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>Robo advisors are seen as one of the most disruptive technologies in the financial sector. What used to be a people\u2019s business that strived due to human connections and relationships turned digital: a robo advisor can replace all functions of traditional financial advisors at a lower cost point and while being available 24\/7.<\/p><p>The thesis is based on a literature review methodology and assesses the theoretical background of trust through analyzing and comparing previously done research on the matter. Additionally, a quantitative study focusing on trust-building factors in robo advisors has been used as a basis to form conclusions regarding the increase of trust. Industry insights, journal articles, and conference papers build the foundation of this thesis.<\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b72be42 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b72be42\" 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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e80b5c8\" data-id=\"e80b5c8\" 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-19dc2e8 elementor-widget elementor-widget-text-editor\" data-id=\"19dc2e8\" 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<h2 class=\"small\">Applications<\/h2><p>Artificial intelligence will permanently change the way we work and lead to an increase in efficiency and productivity both in everyday life and on systemic levels. Employees will have to learn to work with AI technology. There are now countless areas of application for the use of AI. We\u2019ve summarized some of them here:<\/p><h3 class=\"small\">Automobile industry<\/h3><p>AI is particularly strongly represented to imitate, expand and support human actions in the automobile industry. AI in vehicles perceives the road and all obstacles on it. It even makes decisions on how and where to drive in self-driving cars. AI is also used in the field of car sharing: Uber, for example, uses a \u201cMachine Learning as a Service\u201d platform that provides model-based predictions for various services.<\/p><p>In the future, self-driving cars will be able to communicate and cooperate with each other. They could drive in the slipstream of other vehicles to save fuel, coordinate their speed on highways and avoid accidents. Users should also be able to easily request self-driving cars with their smartphones.<\/p><h3 class=\"small\">Health<\/h3><p>AI can efficiently monitor patient health statistics and independently provide advice on how to optimize training plans, for example. Apps that monitor heart rates and sleep are already common in smart watches.<\/p><h3 class=\"small\">Agriculture<\/h3><p>AI and machine learning are also used in field management. One example of this is autonomous combine harvesters, in which artificial intelligence is used for movement, localization, vision and recognition. In the case of crops, it should also be recognized where pesticides are necessary and where they are not.<\/p><h3 class=\"small\">Smart Home<\/h3><p>Voice assistants such as Alexa or Amazon\u2019s Echo have long been integrated into the homes of many users. They recognize and respond to speech, are networked with other devices in the house and allow users to program simple daily tasks and, in many cases, to control the operation of the devices remotely \u2013 from vacuum cleaners to lamps to radiators or rice cookers.<\/p><p>At the same time, the market for AI speakers is growing. They can also be combined with kitchen appliances such as refrigerators or stoves.<\/p><h3 class=\"small\">Production<\/h3><p>Industry 4.0 and Smart Factory name the keywords: people and machines are connected to each other. Production plants and all connected devices have diagnostic and repair capabilities. The close integration of production and information, and communication technology enables the production of individual products without great effort. The aim is to be able to produce special custom-made products of the best quality at the price of mass-produced goods. AI is already used during the product design, then in development and production, in use and maintenance, and finally in recycling.<\/p><h3 class=\"small\">Customer Service<\/h3><p>From intelligent chatbots to voice assistants on the phone, automated systems have already made significant progress and can mimic fluid communication.<\/p><h3 class=\"small\">News and Editorial<\/h3><p>Automated content creation is also on the rise. With the help of big data, AI algorithms can create relevant infographics and combine facts and figures into meaningful text, which is why they are often used in the news sector.<\/p><h3 class=\"small\">Fraud detection<\/h3><p>Detecting and predicting fraud is another important field of application for AI. In social networks, for example, this can be determined by the posting frequency. Bots that spread fake news are detected as well as click or credit card fraud.<\/p><h3 class=\"small\">Further simplifications in day-to-day business<\/h3><p>AI is becoming increasingly important in the calculation of prices, whereby not the lowest, but the most customer-specific optimal price is determined from thousands of data points. AI processes are also increasingly being used in shopping carts which offer additional personalized product recommendations based on the click and purchase behavior of customers. In the media and marketing sector, the activities of customers are measured with the help of interfaces to search engines, social media, and digital advertising to derive personalized recommendations.<\/p><p>The creation and analysis of company reports is now the task of software and machines, but the creation of strategies and the management of employees is not yet managed by AI.<\/p><p>These examples show that AI technologies in logistics, retail, and management enable rapid reactions to certain problems and are already redefining the flow of certain processes.<\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f41bf7d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f41bf7d\" 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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-725f3b1\" data-id=\"725f3b1\" 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-edf3675 elementor-widget elementor-widget-text-editor\" data-id=\"edf3675\" 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<h2 class=\"small\">Opportunities and strengths of AI<\/h2>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-77171d2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"77171d2\" 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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c71864b\" data-id=\"c71864b\" 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-8d8d9ee elementor-align-start elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"8d8d9ee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Automation: AI can be used to optimize processes and hand over repetitive tasks \u2013 this gives people more time and space for creative tasks and is also expected to contribute to the creation of new job profiles<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Research: AI offers the opportunity to explore human intelligence more closely<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Cost factor: AI is more cost-effective than human labor<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Superiority: AI is superior to humans in many areas: self-driving cars lead to fewer accidents, disease diagnoses and weather forecasts can be created more precisely and the efficiency of business processes can be increased through automation<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Robotics: robots are more precise, stronger and faster than humans and can be adapted for specific tasks, in addition, they can also work in extreme environmental conditions (in space, in the deep sea, in extreme heat...) and never get tired<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Learning ability: AI is basically capable of learning and able to develop further<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8999a6f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8999a6f\" 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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ca94cd4\" data-id=\"ca94cd4\" 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-e9287d5 elementor-widget elementor-widget-text-editor\" data-id=\"e9287d5\" 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<h2 class=\"small\">Risks and weaknesses of AI<\/h2>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d154316 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d154316\" 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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7c6ef48\" data-id=\"7c6ef48\" 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-5ae2d57 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"5ae2d57\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-minus-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Dependency: the use of increasingly complex algorithms carries the risk of failure. If a company relies on AI in many areas, such a failure can paralyze the entire system and be fatal, especially in the military sector<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-minus-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Jobs: Higher automation rate can lead to higher unemployment rates<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-minus-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Lack of creativity: AI is capable of learning, but not creative. Therefore, it struggles to deal with unexpected situations. It is also not capable of emotions or empathy<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-minus-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Ethics and responsibility: Who is responsible, for example, if an AI makes an incorrect diagnosis and the doctor relies on it? Such and similar questions are still being discussed<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-minus-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Data protection, security, and privacy: AI as a technical system is susceptible to programming errors and hacker attacks and carries a high risk of misuse - if intelligent systems fall into the wrong hands, they can cause enormous damage<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-minus-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Learning ability: Two sources of danger lie in the learning function of AI: 1. it can learn from the wrong people, 2. a superintelligence that surpasses humans could be uncontrollable<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cbb17dc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cbb17dc\" 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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1ead63d\" data-id=\"1ead63d\" 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-e2bfb06 elementor-widget elementor-widget-text-editor\" data-id=\"e2bfb06\" 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<h2 class=\"small\">GRIN recommendation: AI in recruiting<\/h2>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6ff7bb9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6ff7bb9\" 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=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-dcef054\" data-id=\"dcef054\" 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-33fadfc elementor-widget elementor-widget-grin-publications-single-publication-widget\" data-id=\"33fadfc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"grin-publications-single-publication-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"box publications-single-publication\">\n    <div class=\"contentarea\">\n        <p class=\"h2-like\"><\/p>\n        <div class=\"single-publication-widget-area\">\n            <div class=\"slide-item\">\r\n<div class=\"tabcontent-column\">\r\n<div class=\"tabcontent-column-content-container\"><a href=\"https:\/\/www.grin.com\/document\/978174\"><img decoding=\"async\" src=\"https:\/\/cdn.openpublishing.com\/images\/cover\/brand\/e-book\/1\/978174_normal.jpg\" alt=\"Artificial Intelligence in Recruiting. A Literature Review on Artificial Intelligence Technologies, Ethical Implications and the Resulting Chances and Risks\" \/><\/a>Artificial Intelligence in Recruiting. A Literature Review on Artificial Intelligence Technologies, Ethical Implications and the Resulting Chances and Risks\r\n\r\n<strong>36.99 \u20ac<\/strong>\r\n\r\n<\/div>\r\n<\/div>\r\n<\/div>\n        <\/div>\n    <\/div>\n<\/div>\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-top-column elementor-element elementor-element-b699020\" data-id=\"b699020\" 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-23c3830 elementor-widget elementor-widget-text-editor\" data-id=\"23c3830\" 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>The thesis aims to analyze the field of tension between the benefits and risks caused by the introduction of AI into recruiting based on a systematic analysis of academic publications. To the knowledge of the author, neither a literature review on ethical challenges of AI-based recruiting tools nor an overview addressing application fields and the resulting ethical risks has been published so far. Consequently, this thesis aims to close this research gap by disclosing how AI technologies affect the recruiting process and how ethical challenges arising from the implementation of AI-based tools are addressed in the same publications.<\/p><p>Which AI technologies are applied in the field of recruiting, and how do they influence the recruiting process? Which major ethical challenges arise from the introduction of AI into recruiting, and how are these challenges addressed by the proposed AI-based tools?<\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9d5b13b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9d5b13b\" 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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3fd8dd0\" data-id=\"3fd8dd0\" 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-78572e7 elementor-widget elementor-widget-text-editor\" data-id=\"78572e7\" 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<h2 class=\"small\">Why is AI important and how will it change our lives?<\/h2><p>Artificial intelligence has become an integral part of many areas of our lives and will continue to play an important role in the future. Some experts even see the future in a human-machine tandem: in other words, humans and machines have very special strengths that could combine very beneficially in interaction.<\/p><p>For example, special artificial intelligence could help to establish connections between thousands of research results. This, in turn, could lead to completely new insights. Scientists will eventually become more and more focused on their field and even then they don\u2019t have an overview of the entire field. For a specialized artificial intelligence, however, it would be easy to see possible connections and point them out. Especially in the tense situation in the healthcare sector with exploding costs and incredible workloads for physicians, it would make sense to support doctors with AI systems. Artificial intelligence that prevents all too human error by doctors and generates new insights would save countless lives or avoid unnecessary treatments.<\/p><p>There are opportunities in almost every area of society and the economy in which AI would not become an evil job killer but could make life much easier for the people working there. The challenge in all this is that our society, our level of knowledge, our everyday work, and our economy are developing surprisingly quickly and very radically in the course of this. This can be seen as an opportunity, on the one hand, but also as a risk. Some see a golden age approaching us, in which people are freed from any kind of pointless activity. Others, on the other hand, fear that mass unemployment could lead to chaos.<\/p><p>However, all these aspects make it clear that the topic of artificial intelligence is already relevant today and continues to gain importance. One should not be fooled by the fact that the beginnings visible today sometimes still seem amateurish and clumsy. This was the case with many new technical developments, before they turned our everyday lives upside down years later.<\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-dcc7e04 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"dcc7e04\" 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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2ca14bc\" data-id=\"2ca14bc\" 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-d37c204 elementor-blockquote--skin-border elementor-widget elementor-widget-blockquote\" data-id=\"d37c204\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\tAI is profound, and we are at a point\u2014and it will get better and better over time\u2014where the GPU is getting so powerful there's so much capability to do unbelievable things. What all of us have to do is to make sure we are using AI in a way that is for the benefit of humanity, not to the detriment of humanity.\t\t\t<\/p>\n\t\t\t\t\t\t\t<div class=\"e-q-footer\">\n\t\t\t\t\t\t\t\t\t\t\t<cite class=\"elementor-blockquote__author\">Tim Cook, CEO of Apple<\/cite>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/blockquote>\n\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5824ccc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5824ccc\" 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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-165a0ce\" data-id=\"165a0ce\" 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-a7ea09d elementor-widget elementor-widget-text-editor\" data-id=\"a7ea09d\" 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<h2 class=\"small\">Our top titles on the topic<\/h2>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c786a47 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c786a47\" 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=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-f92d921\" data-id=\"f92d921\" 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-2dd437a elementor-widget elementor-widget-grin-publications-single-publication-widget\" data-id=\"2dd437a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"grin-publications-single-publication-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"box publications-single-publication\">\n    <div class=\"contentarea\">\n        <p class=\"h2-like\"><\/p>\n        <div class=\"single-publication-widget-area\">\n            <div class=\"slide-item\">\r\n<div class=\"tabcontent-column\">\r\n<div class=\"tabcontent-column-content-container\"><a href=\"https:\/\/www.grin.com\/document\/516818\"><img decoding=\"async\" src=\"https:\/\/cdn.openpublishing.com\/images\/cover\/brand\/e-book\/1\/516818_normal.jpg\" alt=\"Wie funktionieren k\u00fcnstliche neuronale Netze? Kategorisierung und Anwendungsbereiche k\u00fcnstlicher Intelligenz\" \/><\/a>Wie funktionieren k\u00fcnstliche neuronale Netze? Kategorisierung und Anwendungsbereiche k\u00fcnstlicher Intelligenz\r\n\r\n<strong>19.99 \u20ac<\/strong>\r\n\r\n<\/div>\r\n<\/div>\r\n<\/div>\n        <\/div>\n    <\/div>\n<\/div>\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-25 elementor-top-column elementor-element elementor-element-0c7e546\" data-id=\"0c7e546\" 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-984c542 elementor-widget elementor-widget-grin-publications-single-publication-widget\" data-id=\"984c542\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"grin-publications-single-publication-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"box publications-single-publication\">\n    <div class=\"contentarea\">\n        <p class=\"h2-like\"><\/p>\n        <div class=\"single-publication-widget-area\">\n            <div class=\"slide-item\">\r\n<div class=\"tabcontent-column\">\r\n<div class=\"tabcontent-column-content-container\"><a href=\"https:\/\/www.grin.com\/document\/1002980\"><img decoding=\"async\" src=\"https:\/\/cdn.openpublishing.com\/images\/cover\/brand\/e-book\/1\/1002980_normal.jpg\" alt=\"K\u00fcnstliche Intelligenz und E-Commerce im mittelst\u00e4ndischen Gewerbe. M\u00f6glichkeiten und Grenzen\" \/><\/a>K\u00fcnstliche Intelligenz und E-Commerce im mittelst\u00e4ndischen Gewerbe. M\u00f6glichkeiten und Grenzen\r\n\r\n<strong>29.99 \u20ac<\/strong>\r\n\r\n<\/div>\r\n<\/div>\r\n<\/div>\n        <\/div>\n    <\/div>\n<\/div>\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-25 elementor-top-column elementor-element elementor-element-78a5031\" data-id=\"78a5031\" 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-67fe63a elementor-widget elementor-widget-grin-publications-single-publication-widget\" data-id=\"67fe63a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"grin-publications-single-publication-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"box publications-single-publication\">\n    <div class=\"contentarea\">\n        <p class=\"h2-like\"><\/p>\n        <div class=\"single-publication-widget-area\">\n            <div class=\"slide-item\">\r\n<div class=\"tabcontent-column\">\r\n<div class=\"tabcontent-column-content-container\"><a href=\"https:\/\/www.grin.com\/document\/382579\"><img decoding=\"async\" src=\"https:\/\/cdn.openpublishing.com\/images\/cover\/brand\/e-book\/1\/382579_normal.jpg\" alt=\"Machine Learning. Eine Analyse des State of the Art\" \/><\/a>Machine Learning. Eine Analyse des State of the Art\r\n\r\n<strong>18.99 \u20ac<\/strong>\r\n\r\n<\/div>\r\n<\/div>\r\n<\/div>\n        <\/div>\n    <\/div>\n<\/div>\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-25 elementor-top-column elementor-element elementor-element-28bbccb\" data-id=\"28bbccb\" 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-f296461 elementor-widget elementor-widget-grin-publications-single-publication-widget\" data-id=\"f296461\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"grin-publications-single-publication-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"box publications-single-publication\">\n    <div class=\"contentarea\">\n        <p class=\"h2-like\"><\/p>\n        <div class=\"single-publication-widget-area\">\n            <div class=\"slide-item\">\r\n<div class=\"tabcontent-column\">\r\n<div class=\"tabcontent-column-content-container\"><a href=\"https:\/\/www.grin.com\/document\/1042118\"><img decoding=\"async\" src=\"https:\/\/cdn.openpublishing.com\/images\/cover\/brand\/e-book\/1\/1042118_normal.jpg\" alt=\"K\u00fcnstliche Intelligenz im Human Resource Management. Chancen, Risiken und Herausforderungen\" \/><\/a>K\u00fcnstliche Intelligenz im Human Resource Management. Chancen, Risiken und Herausforderungen\r\n\r\n<strong>29.99 \u20ac<\/strong>\r\n\r\n<\/div>\r\n<\/div>\r\n<\/div>\n        <\/div>\n    <\/div>\n<\/div>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-bdc829d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bdc829d\" 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=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-af6af87\" data-id=\"af6af87\" 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-e3863ee elementor-widget elementor-widget-grin-publications-single-publication-widget\" data-id=\"e3863ee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"grin-publications-single-publication-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"box publications-single-publication\">\n    <div class=\"contentarea\">\n        <p class=\"h2-like\"><\/p>\n        <div class=\"single-publication-widget-area\">\n            <div class=\"slide-item\">\r\n<div class=\"tabcontent-column\">\r\n<div class=\"tabcontent-column-content-container\"><a href=\"https:\/\/www.grin.com\/document\/461352\"><img decoding=\"async\" src=\"https:\/\/cdn.openpublishing.com\/images\/cover\/brand\/e-book\/1\/461352_normal.jpg\" alt=\"Wie K\u00fcnstliche Intelligenz die Arbeitswelt ver\u00e4ndert. Programmatic Marketing und die Auswirkungen auf den Arbeitsmarkt\" \/><\/a>Wie K\u00fcnstliche Intelligenz die Arbeitswelt ver\u00e4ndert. Programmatic Marketing und die Auswirkungen auf den Arbeitsmarkt\r\n\r\n<strong>18.99 \u20ac<\/strong>\r\n\r\n<\/div>\r\n<\/div>\r\n<\/div>\n        <\/div>\n    <\/div>\n<\/div>\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-25 elementor-top-column elementor-element elementor-element-a45a6b6\" data-id=\"a45a6b6\" 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-f43f79c elementor-widget elementor-widget-grin-publications-single-publication-widget\" data-id=\"f43f79c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"grin-publications-single-publication-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"box publications-single-publication\">\n    <div class=\"contentarea\">\n        <p class=\"h2-like\"><\/p>\n        <div class=\"single-publication-widget-area\">\n            <div class=\"slide-item\">\r\n<div class=\"tabcontent-column\">\r\n<div class=\"tabcontent-column-content-container\"><a href=\"https:\/\/www.grin.com\/document\/1139738\"><img decoding=\"async\" src=\"https:\/\/cdn.openpublishing.com\/images\/cover\/brand\/e-book\/1\/1139738_normal.jpg\" alt=\"K\u00fcnstliche Intelligenz in der Unternehmenskommunikation. Einsatzm\u00f6glichkeiten und Spannungsfelder\" \/><\/a>K\u00fcnstliche Intelligenz in der Unternehmenskommunikation. Einsatzm\u00f6glichkeiten und Spannungsfelder\r\n\r\n<strong>36.99 \u20ac<\/strong>\r\n\r\n<\/div>\r\n<\/div>\r\n<\/div>\n        <\/div>\n    <\/div>\n<\/div>\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-25 elementor-top-column elementor-element elementor-element-e6f1d5d\" data-id=\"e6f1d5d\" 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-06040a2 elementor-widget elementor-widget-grin-publications-single-publication-widget\" data-id=\"06040a2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"grin-publications-single-publication-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"box publications-single-publication\">\n    <div class=\"contentarea\">\n        <p class=\"h2-like\"><\/p>\n        <div class=\"single-publication-widget-area\">\n            <div class=\"slide-item\">\r\n<div class=\"tabcontent-column\">\r\n<div class=\"tabcontent-column-content-container\"><a href=\"https:\/\/www.grin.com\/document\/541547\"><img decoding=\"async\" src=\"https:\/\/cdn.openpublishing.com\/images\/cover\/brand\/e-book\/1\/541547_normal.jpg\" alt=\"K\u00fcnstliche Intelligenz und Unternehmenskultur. Auswirkungen einer neuen disruptiven Technologie auf den Arbeitsmarkt\" \/><\/a>K\u00fcnstliche Intelligenz und Unternehmenskultur. Auswirkungen einer neuen disruptiven Technologie auf den Arbeitsmarkt\r\n\r\n<strong>29.99 \u20ac<\/strong>\r\n\r\n<\/div>\r\n<\/div>\r\n<\/div>\n        <\/div>\n    <\/div>\n<\/div>\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-25 elementor-top-column elementor-element elementor-element-d7fea32\" data-id=\"d7fea32\" 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-3aa1799 elementor-widget elementor-widget-grin-publications-single-publication-widget\" data-id=\"3aa1799\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"grin-publications-single-publication-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"box publications-single-publication\">\n    <div class=\"contentarea\">\n        <p class=\"h2-like\"><\/p>\n        <div class=\"single-publication-widget-area\">\n            <div class=\"slide-item\">\r\n<div class=\"tabcontent-column\">\r\n<div class=\"tabcontent-column-content-container\"><a href=\"https:\/\/www.grin.com\/document\/593937\"><img decoding=\"async\" src=\"https:\/\/cdn.openpublishing.com\/images\/cover\/brand\/e-book\/1\/593937_normal.jpg\" alt=\"Innovative Gesch\u00e4ftsmodelle mit k\u00fcnstlicher Intelligenz. Innovationspotenzial, Chancen und Herausforderungen\" \/><\/a>Innovative Gesch\u00e4ftsmodelle mit k\u00fcnstlicher Intelligenz. Innovationspotenzial, Chancen und Herausforderungen\r\n\r\n<strong>29.99 \u20ac<\/strong>\r\n\r\n<\/div>\r\n<\/div>\r\n<\/div>\n        <\/div>\n    <\/div>\n<\/div>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cfdb372 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cfdb372\" 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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9a6d3b3\" data-id=\"9a6d3b3\" 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-9bac779 elementor-widget elementor-widget-text-editor\" data-id=\"9bac779\" 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<h2 class=\"small\">More textbooks on robotics<\/h2>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ad20b35 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ad20b35\" 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=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-ec5d8db\" data-id=\"ec5d8db\" 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-43f7c2f elementor-widget elementor-widget-grin-publications-single-publication-widget\" data-id=\"43f7c2f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"grin-publications-single-publication-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"box publications-single-publication\">\n    <div class=\"contentarea\">\n        <p class=\"h2-like\"><\/p>\n        <div class=\"single-publication-widget-area\">\n            <div class=\"slide-item\">\r\n<div class=\"tabcontent-column\">\r\n<div class=\"tabcontent-column-content-container\"><a href=\"https:\/\/www.grin.com\/document\/445670\"><img decoding=\"async\" src=\"https:\/\/cdn.openpublishing.com\/images\/cover\/brand\/e-book\/1\/445670_normal.jpg\" alt=\"Mensch-Roboter-Kollaboration in der industriellen Montage. Einsatzgebiete, Sicherheitsanforderungen und Wirtschaftlichkeit\" \/><\/a>Mensch-Roboter-Kollaboration in der industriellen Montage. Einsatzgebiete, Sicherheitsanforderungen und Wirtschaftlichkeit\r\n\r\n<strong>36.99 \u20ac<\/strong>\r\n\r\n<\/div>\r\n<\/div>\r\n<\/div>\n        <\/div>\n    <\/div>\n<\/div>\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-33 elementor-top-column elementor-element elementor-element-0359188\" data-id=\"0359188\" 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-906a43c elementor-widget elementor-widget-grin-publications-single-publication-widget\" data-id=\"906a43c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"grin-publications-single-publication-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"box publications-single-publication\">\n    <div class=\"contentarea\">\n        <p class=\"h2-like\"><\/p>\n        <div class=\"single-publication-widget-area\">\n            <div class=\"slide-item\">\r\n<div class=\"tabcontent-column\">\r\n<div class=\"tabcontent-column-content-container\"><a href=\"https:\/\/www.grin.com\/document\/460657\"><img decoding=\"async\" src=\"https:\/\/cdn.openpublishing.com\/images\/cover\/brand\/e-book\/1\/460657_normal.jpg\" alt=\"Drohnen und ihre Verwendung im privaten Bereich. Welche Faktoren beeinflussen unsere Einstellung zu robotischen Systemen?\" \/><\/a>Drohnen und ihre Verwendung im privaten Bereich. Welche Faktoren beeinflussen unsere Einstellung zu robotischen Systemen?\r\n\r\n<strong>39.99 \u20ac<\/strong>\r\n\r\n<\/div>\r\n<\/div>\r\n<\/div>\n        <\/div>\n    <\/div>\n<\/div>\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-33 elementor-top-column elementor-element elementor-element-2f31f98\" data-id=\"2f31f98\" 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-e72e055 elementor-widget elementor-widget-grin-publications-single-publication-widget\" data-id=\"e72e055\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"grin-publications-single-publication-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"box publications-single-publication\">\n    <div class=\"contentarea\">\n        <p class=\"h2-like\"><\/p>\n        <div class=\"single-publication-widget-area\">\n            <div class=\"slide-item\">\r\n<div class=\"tabcontent-column\">\r\n<div class=\"tabcontent-column-content-container\"><a href=\"https:\/\/www.grin.com\/document\/471193\"><img decoding=\"async\" src=\"https:\/\/cdn.openpublishing.com\/images\/cover\/brand\/e-book\/1\/471193_normal.jpg\" alt=\"Therapieroboter und ihre Anwendungsgebiete. Akzeptanz neuer Technologien in der Sozialen Arbeit\" \/><\/a>Therapieroboter und ihre Anwendungsgebiete. Akzeptanz neuer Technologien in der Sozialen Arbeit\r\n\r\n<strong>36.99 \u20ac<\/strong>\r\n\r\n<\/div>\r\n<\/div>\r\n<\/div>\n        <\/div>\n    <\/div>\n<\/div>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b454db3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b454db3\" 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=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-d5c6489\" data-id=\"d5c6489\" 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-c14f6f6 elementor-widget elementor-widget-grin-publications-single-publication-widget\" data-id=\"c14f6f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"grin-publications-single-publication-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"box publications-single-publication\">\n    <div class=\"contentarea\">\n        <p class=\"h2-like\"><\/p>\n        <div class=\"single-publication-widget-area\">\n            <div class=\"slide-item\">\r\n<div class=\"tabcontent-column\">\r\n<div class=\"tabcontent-column-content-container\"><a href=\"https:\/\/www.grin.com\/document\/462657\"><img decoding=\"async\" src=\"https:\/\/cdn.openpublishing.com\/images\/cover\/brand\/e-book\/1\/462657_normal.jpg\" alt=\"K\u00f6nnen Roboter den Fachkr\u00e4ftemangel in der Pflege \u00fcberbr\u00fccken?\" \/><\/a>K\u00f6nnen Roboter den Fachkr\u00e4ftemangel in der Pflege \u00fcberbr\u00fccken?\r\n\r\n<strong>29.99 \u20ac<\/strong>\r\n\r\n<\/div>\r\n<\/div>\r\n<\/div>\n        <\/div>\n    <\/div>\n<\/div>\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-33 elementor-top-column elementor-element elementor-element-bf81f5b\" data-id=\"bf81f5b\" 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-859fb74 elementor-widget elementor-widget-grin-publications-single-publication-widget\" data-id=\"859fb74\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"grin-publications-single-publication-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"box publications-single-publication\">\n    <div class=\"contentarea\">\n        <p class=\"h2-like\"><\/p>\n        <div class=\"single-publication-widget-area\">\n            <div class=\"slide-item\">\r\n<div class=\"tabcontent-column\">\r\n<div class=\"tabcontent-column-content-container\"><a href=\"https:\/\/www.grin.com\/document\/536553\"><img decoding=\"async\" src=\"https:\/\/cdn.openpublishing.com\/images\/cover\/brand\/e-book\/1\/536553_normal.jpg\" alt=\"Wie Pflegeroboter die Lebensqualit\u00e4t im Alter sichern k\u00f6nnen. Empfehlungen f\u00fcr einen verantwortungsvollen Einsatz von k\u00fcnstlicher Intelligenz in der Altenpflege\" \/><\/a>Wie Pflegeroboter die Lebensqualit\u00e4t im Alter sichern k\u00f6nnen. Empfehlungen f\u00fcr einen verantwortungsvollen Einsatz von k\u00fcnstlicher Intelligenz in der Altenpflege\r\n\r\n<strong>36.99 \u20ac<\/strong>\r\n\r\n<\/div>\r\n<\/div>\r\n<\/div>\n        <\/div>\n    <\/div>\n<\/div>\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-33 elementor-top-column elementor-element elementor-element-20518c9\" data-id=\"20518c9\" 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-538c882 elementor-widget elementor-widget-grin-publications-single-publication-widget\" data-id=\"538c882\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"grin-publications-single-publication-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"box publications-single-publication\">\n    <div class=\"contentarea\">\n        <p class=\"h2-like\"><\/p>\n        <div class=\"single-publication-widget-area\">\n            <div class=\"slide-item\">\r\n<div class=\"tabcontent-column\">\r\n<div class=\"tabcontent-column-content-container\"><a href=\"https:\/\/www.grin.com\/document\/539356\"><img decoding=\"async\" src=\"https:\/\/cdn.openpublishing.com\/images\/cover\/brand\/e-book\/1\/539356_normal.jpg\" alt=\"Robotik und KI in der Gastronomie. Wie sieht die Zukunft der Lebensmittelindustrie aus?\" \/><\/a>Robotik und KI in der Gastronomie. Wie sieht die Zukunft der Lebensmittelindustrie aus?\r\n\r\n<strong>36.99 \u20ac<\/strong>\r\n\r\n<\/div>\r\n<\/div>\r\n<\/div>\n        <\/div>\n    <\/div>\n<\/div>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b76f480 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b76f480\" 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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f27377c\" data-id=\"f27377c\" 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-0558068 elementor-widget elementor-widget-text-editor\" data-id=\"0558068\" 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><strong>GRIN sources:<\/strong><\/p><ul><li><a href=\"https:\/\/www.grin.com\/document\/516818\" target=\"_blank\" rel=\"noopener\">Wie funktionieren k\u00fcnstliche neuronale Netze?<\/a><\/li><li><a href=\"https:\/\/www.grin.com\/document\/461352\" target=\"_blank\" rel=\"noopener\">Wie K\u00fcnstliche Intelligenz die Arbeitswelt ver\u00e4ndert<\/a><\/li><li><a href=\"https:\/\/www.grin.com\/document\/536553\" target=\"_blank\" rel=\"noopener\">Wie Pflegeroboter die Lebensqualit\u00e4t im Alter sichern k\u00f6nnen<\/a><\/li><li><a href=\"https:\/\/www.grin.com\/document\/1139738\" target=\"_blank\" rel=\"noopener\">K\u00fcnstliche Intelligenz in der Unternehmenskommunikation<\/a><\/li><li><a href=\"https:\/\/www.grin.com\/document\/539356\" target=\"_blank\" rel=\"noopener\">Robotik und KI in der Gastronomie<\/a><\/li><li><a href=\"https:\/\/www.grin.com\/document\/1044779\" target=\"_blank\" rel=\"noopener\">Chancen und Risiken der k\u00fcnstlichen Intelligenz<\/a><\/li><\/ul><p><strong>External sources:<\/strong><\/p><ul><li><span data-contrast=\"auto\">UNESCO Report (24.9.2017), Report of COMEST on Robotics Ethics: <\/span><a href=\"http:\/\/unesdoc.unesco.org\/images\/0025\/002539\/253952E.pdf\" target=\"_blank\" rel=\"noopener\">\n  <span data-contrast=\"none\">http:\/\/unesdoc.unesco.org\/images\/0025\/002539\/253952E.pdf<\/span>\n<\/a><span data-ccp-props=\"{\"> <\/span><\/li><li><a href=\"https:\/\/www.wfb-bremen.de\/de\/page\/stories\/digitalisierung-industrie40\/was-ist-kuenstliche-intelligenz-definition-ki\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">https:\/\/www.wfb-bremen.de\/de\/page\/stories\/digitalisierung-industrie40\/was-ist-kuenstliche-intelligenz-definition-ki<\/span><\/a><span data-contrast=\"auto\"> <\/span><span data-ccp-props=\"{\"> <\/span><\/li><li><a href=\"https:\/\/www.bpb.de\/apuz\/263678\/was-ist-kuenstliche-intelligenz-was-kann-sie-leisten?p=all\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">https:\/\/www.bpb.de\/apuz\/263678\/was-ist-kuenstliche-intelligenz-was-kann-sie-leisten?p=all<\/span><\/a><\/li><li><span data-contrast=\"auto\"><a href=\"https:\/\/www.computerwoche.de\/a\/was-sie-zum-thema-ki-wissen-muessen,3544140\" target=\"_blank\" rel=\"noopener\">https:\/\/www.computerwoche.de\/a\/was-sie-zum-thema-ki-wissen-muessen,3544140<\/a> <\/span><span data-ccp-props=\"{\"> <\/span><\/li><\/ul>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0f6cf30 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0f6cf30\" 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=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-ab9abcb\" data-id=\"ab9abcb\" 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-0460804 elementor-widget elementor-widget-grin-audience-widget\" data-id=\"0460804\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"grin-audience-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"whitebox audience\" style=\"background:\">\n    <div class=\"image-container\"><img decoding=\"async\" width=\"2092\" height=\"1080\" src=\"https:\/\/www.grin.com\/wp-content\/uploads\/2021\/05\/Header2.jpg\" class=\"attachment-full size-full\" alt=\"Header Digital Leadership\" srcset=\"https:\/\/www.grin.com\/wp-content\/uploads\/2021\/05\/Header2.jpg 2092w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/05\/Header2-300x155.jpg 300w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/05\/Header2-1024x529.jpg 1024w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/05\/Header2-768x396.jpg 768w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/05\/Header2-1536x793.jpg 1536w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/05\/Header2-2048x1057.jpg 2048w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/05\/Header2-515x266.jpg 515w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/05\/Header2-60x31.jpg 60w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/05\/Header2-688x355.jpg 688w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/05\/Header2-120x62.jpg 120w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/05\/Header2-641x331.jpg 641w\" sizes=\"(max-width: 2092px) 100vw, 2092px\" \/><\/div>\n    <div class=\"contentarea\">\n        \n        <h2 class=\"small\"><a href=\"https:\/\/www.grin.com\/en\/digital-leadership\/\">Digital Leadership<\/a><\/h2><p><strong>What does digital leadership mean?<\/strong> We will give you an overview of the concept and introduce you to our best books.<\/p><p><a href=\"https:\/\/www.grin.com\/en\/digital-leadership\/\">Find out more<\/a><\/p>\n        \n    <\/div>\n<\/div>\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-top-column elementor-element elementor-element-8fcbf25\" data-id=\"8fcbf25\" 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-38881c8 elementor-widget elementor-widget-grin-audience-widget\" data-id=\"38881c8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"grin-audience-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"whitebox audience\" style=\"background:\">\n    <div class=\"image-container\"><img decoding=\"async\" width=\"2400\" height=\"1080\" src=\"https:\/\/www.grin.com\/wp-content\/uploads\/2021\/06\/Header_Coaching.jpg\" class=\"attachment-full size-full\" alt=\"\" srcset=\"https:\/\/www.grin.com\/wp-content\/uploads\/2021\/06\/Header_Coaching.jpg 2400w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/06\/Header_Coaching-300x135.jpg 300w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/06\/Header_Coaching-1024x461.jpg 1024w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/06\/Header_Coaching-768x346.jpg 768w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/06\/Header_Coaching-1536x691.jpg 1536w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/06\/Header_Coaching-2048x922.jpg 2048w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/06\/Header_Coaching-555x250.jpg 555w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/06\/Header_Coaching-60x27.jpg 60w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/06\/Header_Coaching-738x332.jpg 738w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/06\/Header_Coaching-120x54.jpg 120w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/06\/Header_Coaching-690x311.jpg 690w\" sizes=\"(max-width: 2400px) 100vw, 2400px\" \/><\/div>\n    <div class=\"contentarea\">\n        \n        <h2 class=\"small\"><a href=\"https:\/\/www.grin.com\/de\/fachthemen\/coaching\/\" target=\"_blank\" rel=\"noopener\">Coaching<\/a><\/h2><p><strong>What is coaching and when does it make sense?<\/strong>  We will give you a comprehensive overview of the topic and introduce you to our best books on the subject.  <\/p><p><a href=\"https:\/\/www.grin.com\/de\/fachthemen\/coaching\/\" target=\"_blank\" rel=\"noopener\">Find out more<\/a><\/p>\n        \n    <\/div>\n<\/div>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6a57889 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6a57889\" 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=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-5dc8c57\" data-id=\"5dc8c57\" 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-2fee982 elementor-widget elementor-widget-global elementor-global-7447 elementor-global-327 elementor-widget-grin-audience-widget\" data-id=\"2fee982\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"grin-audience-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"whitebox audience\" style=\"background:\">\n    <div class=\"image-container\"><img decoding=\"async\" width=\"2400\" height=\"1080\" src=\"https:\/\/www.grin.com\/wp-content\/uploads\/2020\/11\/abschlussarbeit-publizieren.jpg\" class=\"attachment-full size-full\" alt=\"Titelbild: Uni-Absolventen nach der feierlichen Zeugnisverleihung\" srcset=\"https:\/\/www.grin.com\/wp-content\/uploads\/2020\/11\/abschlussarbeit-publizieren.jpg 2400w, https:\/\/www.grin.com\/wp-content\/uploads\/2020\/11\/abschlussarbeit-publizieren-300x135.jpg 300w, https:\/\/www.grin.com\/wp-content\/uploads\/2020\/11\/abschlussarbeit-publizieren-1024x461.jpg 1024w, https:\/\/www.grin.com\/wp-content\/uploads\/2020\/11\/abschlussarbeit-publizieren-768x346.jpg 768w, https:\/\/www.grin.com\/wp-content\/uploads\/2020\/11\/abschlussarbeit-publizieren-1536x691.jpg 1536w, https:\/\/www.grin.com\/wp-content\/uploads\/2020\/11\/abschlussarbeit-publizieren-2048x922.jpg 2048w\" sizes=\"(max-width: 2400px) 100vw, 2400px\" \/><\/div>\n    <div class=\"contentarea\">\n        \n        <h3 class=\"small\"><a href=\"https:\/\/www.grin.com\/en\/publish-term-papers\/\">Publish your thesis<\/a><\/h3><p><strong>At GRIN, you can publish<\/strong> your final assignment for free. It is easy, quick and free of costs. Share your knowledge and make money off of it.<\/p><p><a title=\"Abschlussarbeiten publizieren\" href=\"https:\/\/www.grin.com\/en\/publish-term-papers\/\">Link zur Seite<\/a><\/p>\n        \n    <\/div>\n<\/div>\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-top-column elementor-element elementor-element-7e96da9\" data-id=\"7e96da9\" 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-8b96fb3 elementor-widget elementor-widget-global elementor-global-7310 elementor-global-1265 elementor-widget-grin-audience-widget\" data-id=\"8b96fb3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"grin-audience-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"whitebox audience\" style=\"background:\">\n    <div class=\"image-container\"><img decoding=\"async\" width=\"1110\" height=\"530\" src=\"https:\/\/www.grin.com\/wp-content\/uploads\/2021\/01\/researchconsultants-small.jpg\" class=\"attachment-full size-full\" alt=\"Preview image: Businesswoman with portfolio in her arm\" srcset=\"https:\/\/www.grin.com\/wp-content\/uploads\/2021\/01\/researchconsultants-small.jpg 1110w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/01\/researchconsultants-small-300x143.jpg 300w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/01\/researchconsultants-small-1024x489.jpg 1024w, https:\/\/www.grin.com\/wp-content\/uploads\/2021\/01\/researchconsultants-small-768x367.jpg 768w\" sizes=\"(max-width: 1110px) 100vw, 1110px\" \/><\/div>\n    <div class=\"contentarea\">\n        \n        <h2 class=\"small\"><a href=\"https:\/\/www.grin.com\/en\/research-consultants\/\">Research Consultants<\/a><\/h2><p><strong>Over 200,000 specialised publications,<\/strong> directly from universities - Find out more about the latest research and academic work in your area with GRIN.<\/p><p><a href=\"https:\/\/www.grin.com\/en\/research-consultants\/\">Link zur Seite<\/a><\/p>\n        \n    <\/div>\n<\/div>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-56aed76 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"56aed76\" 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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8d5005c\" data-id=\"8d5005c\" 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-e4c5c47 elementor-widget elementor-widget-global elementor-global-7372 elementor-global-921 elementor-widget-grin-share-widget\" data-id=\"e4c5c47\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"grin-share-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"share\">\n    <div class=\"footer-logo\"><\/div>\n    <div class=\"share-icons\">\n        <div class=\"shariff\" data-backend-url=\"null\" data-button-style=\"icon\" data-mail-url=\"mailto:\" data-services=\"[&quot;twitter&quot;,&quot;facebook&quot;,&quot;mail&quot;,&quot;whatsapp&quot;,&quot;linkedin&quot;]\"><\/div>\n        <div class=\"share-icon\"><a href=\"https:\/\/www.instagram.com\/grin_verlag\/\" target=\"_blank\" class=\"instagram\" rel=\"noopener\">Zu Instagram<\/a><\/div>\n    <\/div>\n<\/div>\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>Artificial intelligence Alexa, what time is it? This name is not only popular because it sounds beautiful, but also because it can do a lot \u2013 thanks to artificial intelligence. But what exactly is it? AI or Artificial Intelligence (AI) is the umbrella term for machines that, like humans, provide intelligent thinking and learning services. [&hellip;]<\/p>\n","protected":false},"author":19,"featured_media":0,"parent":25918,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"class_list":["post-25742","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.grin.com\/en\/wp-json\/wp\/v2\/pages\/25742","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.grin.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.grin.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.grin.com\/en\/wp-json\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/www.grin.com\/en\/wp-json\/wp\/v2\/comments?post=25742"}],"version-history":[{"count":13,"href":"https:\/\/www.grin.com\/en\/wp-json\/wp\/v2\/pages\/25742\/revisions"}],"predecessor-version":[{"id":26288,"href":"https:\/\/www.grin.com\/en\/wp-json\/wp\/v2\/pages\/25742\/revisions\/26288"}],"up":[{"embeddable":true,"href":"https:\/\/www.grin.com\/en\/wp-json\/wp\/v2\/pages\/25918"}],"wp:attachment":[{"href":"https:\/\/www.grin.com\/en\/wp-json\/wp\/v2\/media?parent=25742"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}