{"id":104579,"date":"2025-11-27T11:24:18","date_gmt":"2025-11-27T10:24:18","guid":{"rendered":"https:\/\/stackfuel.com\/?p=104579"},"modified":"2025-11-27T13:14:50","modified_gmt":"2025-11-27T12:14:50","slug":"was-ist-kuenstliche-intelligenz","status":"publish","type":"post","link":"https:\/\/stackfuel.com\/en\/blog\/what-is-artificial-intelligence\/","title":{"rendered":"What is artificial intelligence? AI explained simply"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"104579\" class=\"elementor elementor-104579\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7760c818 e-flex e-con-boxed e-con e-parent\" data-id=\"7760c818\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-610d9d2e elementor-widget elementor-widget-text-editor\" data-id=\"610d9d2e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Artificial intelligence (AI) basically refers to computer-based systems that perform tasks traditionally associated with human intelligence: Perception, learning, decision-making, problem-solving, judgment or even creativity.<\/p>\n<p>Formally, AI is a branch of computer science that deals with the research and construction of such systems. The machine should not just stubbornly execute predefined instructions - as is the case with classic programs - but also draw conclusions independently, recognize patterns or adapt to new situations.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f7048e stf-exclude-from-toc elementor-widget elementor-widget-text-editor\" data-id=\"3f7048e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>\t\t<div data-elementor-type=\"container\" data-elementor-id=\"88288\" class=\"elementor elementor-88288\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t<div class=\"elementor-element elementor-element-218a7ecc e-con-full stf-exclude-from-toc e-flex e-con e-parent\" data-id=\"218a7ecc\" data-element_type=\"container\" data-e-type=\"container\" id=\"beratung\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5dd5fd76 sf-clickfunnel-blog elementor-widget elementor-widget-sf_clickfunnel_renderer\" data-id=\"5dd5fd76\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"sf_clickfunnel_renderer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<form id=\"step-form\" class=\"azav_clickfunnel\" action=\"\">\r\n            <div id=\"form-head\"><\/div>\r\n            <div class=\"headline\"><h2 class=\"elementor-heading-title elementor-size-default\" style=\"text-align: center;\">Are you eligible for funding for your further education?<br \/>\nFind out in 1 minute<span class=\"color-lime\">.<\/span><\/h2>\n<p>Choose the right option for you<\/p>\n<\/div>\r\n            <div class=\"after_submit_headline\" style=\"display: none\"><h3>Thank you for your inquiry! Please answer the following additional questions so that we can give you the best possible advice.<\/h3>\n<\/div><div id=\"step-1\" class=\"step  active\" data-step=\"1\"  data-tracking-id=\"jobsituation\">\r\n                <p class=\"main-heading\">What is your current job situation?<\/p>\r\n                <div class=\"answers\"><button type=\"button\" class=\"answer\" data-answer-output=\"unemployed\" data-next=\"2\">Currently unemployed<\/button><button type=\"button\" class=\"answer\" data-answer-output=\"soon_unemployed\" data-next=\"2\">Soon to be job-seeking<\/button><button type=\"button\" class=\"answer\" data-answer-output=\"employed\" data-next=\"4\">Employed<\/button><button type=\"button\" class=\"answer\" data-answer-output=\"company\" data-next=\"3\">Inquiring for my company<\/button><button type=\"button\" class=\"answer\" data-answer-output=\"student\" data-next=\"4\">Student<\/button><\/div>\r\n                <button type=\"button\" class=\"back_button\" data-prev=\"true\">&lt; Back<\/button>\r\n                <button type=\"button\" class=\"back_button\" data-prev=\"true\">&lt; Back<\/button>\r\n                \r\n            <\/div><div id=\"step-2\" class=\"step\" data-step=\"2\"  data-tracking-id=\"looking_for_work\">\r\n                <p class=\"main-heading\">Are you currently (or soon to be) registered as unemployed with the employment agency (Agentur f\u00fcr Arbeit), Job Center, or Pension Insurance?<\/p>\r\n                <div class=\"answers\"><button type=\"button\" class=\"answer\" data-answer-output=\"registration_yes\" data-next=\"4\">Yes<\/button><button type=\"button\" class=\"answer\" data-answer-output=\"registration_no\" data-next=\"4\">No<\/button><\/div>\r\n                <button type=\"button\" class=\"back_button\" data-prev=\"true\">&lt; Back<\/button>\r\n                <button type=\"button\" class=\"back_button\" data-prev=\"true\">&lt; Back<\/button>\r\n                \r\n            <\/div><div id=\"step-3\" class=\"step\" data-step=\"3\"  data-tracking-id=\"company_size\">\r\n                <p class=\"main-heading\">How big is your company?<\/p>\r\n                <div class=\"answers\"><button type=\"button\" class=\"answer\" data-answer-output=\"less_2500\" data-next=\"4\">Fewer than 2,500 employees<\/button><button type=\"button\" class=\"answer\" data-answer-output=\"more_2500\" data-next=\"4\">More than 2500 employees<\/button><\/div>\r\n                <button type=\"button\" class=\"back_button\" data-prev=\"true\">&lt; Back<\/button>\r\n                <button type=\"button\" class=\"back_button\" data-prev=\"true\">&lt; Back<\/button>\r\n                \r\n            <\/div><div id=\"step-4\" class=\"step\" data-step=\"4\" data-is-submission-step data-tracking-id=\"\">\r\n                <div class=\"input_section\"><div class=\"input_field input_field_type_default input_field_first_name\">\r\n                        <label for=\"sf_cf_first_name\">First name<\/label>\r\n                        <input type=\"text\" name=\"first_name\" id=\"sf_cf_first_name\" required>\r\n                    <\/div><div class=\"input_field input_field_type_default input_field_last_name\">\r\n                        <label for=\"sf_cf_last_name\">Last name<\/label>\r\n                        <input type=\"text\" name=\"last_name\" id=\"sf_cf_last_name\" required>\r\n                    <\/div><div class=\"input_field input_field_type_default input_field_email\">\r\n                        <label for=\"sf_cf_email\">Email address<\/label>\r\n                        <input type=\"email\" name=\"email\" id=\"sf_cf_email\" autocomplete='email' required>\r\n                    <\/div><div class=\"input_field input_field_type_default input_field_phone\">\r\n                        <label for=\"sf_cf_phone\">Phone number<\/label>\r\n                        <input type=\"tel\" name=\"phone\" id=\"sf_cf_phone\" autocomplete='tel' required>\r\n                    <\/div><div class=\"input_field input_field_type_default input_field_company_name\">\r\n                        <label for=\"sf_cf_company_name\">Company name<\/label>\r\n                        <input type=\"text\" name=\"company_name\" id=\"sf_cf_company_name\" >\r\n                    <\/div><div class=\"input_field input_field_type_default input_field_referral_code\">\r\n                        <label for=\"sf_cf_referral_code\">Referral Code<\/label>\r\n                        <input type=\"text\" name=\"referral_code\" id=\"sf_cf_referral_code\" >\r\n                    <\/div><div class=\"input_field input_field_type_checkbox input_field_data_privacy\">\r\n                            <label for=\"sf_cf_data_privacy\">By sending the form I have accepted the <a href=\"https:\/\/stackfuel.com\/en\/legal\/privacy-policy\/\"> Privacy policy <\/a> and <a href=\"https:\/\/stackfuel.com\/en\/legal\/agb\/\">Terms and Conditions<\/a> I have read and understood this. I agree to receive information from StackFuel via email or phone about training courses and offers.<\/label>\r\n                            <input type=\"checkbox\" name=\"data_privacy\" id=\"sf_cf_data_privacy\" required>\r\n                        <\/div><div class=\"input_field input_field_type_checkbox input_field_data_recording\">\r\n                            <label for=\"sf_cf_data_recording\">I consent to my conversations with the advisory team being recorded for training purposes.<\/label>\r\n                            <input type=\"checkbox\" name=\"data_recording\" id=\"sf_cf_data_recording\" >\r\n                        <\/div> <div class=\"sf_tg_fields\"><input type=\"hidden\" style=\"display: none !important\" name=\"utm_source\" id=\"form-field-utm_source\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"first_utm_source\" id=\"form-field-first_utm_source\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"utm_medium\" id=\"form-field-utm_medium\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"first_utm_medium\" id=\"form-field-first_utm_medium\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"utm_term\" id=\"form-field-utm_term\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"first_utm_term\" id=\"form-field-first_utm_term\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"utm_content\" id=\"form-field-utm_content\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"first_utm_content\" id=\"form-field-first_utm_content\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"utm_campaign\" id=\"form-field-utm_campaign\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"first_utm_campaign\" id=\"form-field-first_utm_campaign\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"fbclid\" id=\"form-field-fbclid\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"organic_source\" id=\"form-field-organic_source\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"organic_source_str\" id=\"form-field-organic_source_str\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"traffic_source\" id=\"form-field-traffic_source\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"first_traffic_source\" id=\"form-field-first_traffic_source\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"utm_referral\" id=\"form-field-utm_referral\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"gclid\" id=\"form-field-gclid\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"lastShownPage\" id=\"form-field-lastShownPage\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"hsa_cam\" id=\"form-field-hsa_cam\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"hsa_grp\" id=\"form-field-hsa_grp\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"hsa_ad\" id=\"form-field-hsa_ad\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"hsa_net\" id=\"form-field-hsa_net\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"hsa_src\" id=\"form-field-hsa_src\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"hsa_tgt\" id=\"form-field-hsa_tgt\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"lead_target\" id=\"form-field-lead_target\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"source_language\" id=\"form-field-source_language\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"letzte_angezeigte_seite_vor_form_submission\" id=\"form-field-letzte_angezeigte_seite_vor_form_submission\" value=\"\"><\/div><\/div>\r\n                <button type=\"submit\" id=\"submit-button-4\">Get free consultation<\/button>\r\n                <button type=\"button\" class=\"back_button\" data-prev=\"true\">&lt; Back<\/button>\r\n                <div class=\"result-messages\" style=\"display: none;\"><div class=\"headline success-message\" data-result-condition=\"unemployed || soon_unemployed\"><h3>Congratulations! You may be eligible for funding with an education voucher!<\/h3>\n<p>If you are already or will soon be registered as a jobseeker, your training program at StackFuel for 100% can be financed with an education voucher from the Federal Employment Agency.<\/p>\n<\/div><div class=\"headline success-message\" data-result-condition=\"employed\"><h3>Thank you for your interest in StackFuel's online training courses!<\/h3>\n<p>If you are employed, you can finance your training program at StackFuel yourself or have it funded by the Federal Employment Agency. Would you like advice and information about our training programs, booking individual courses or financing options?<\/p>\n<p>Then leave your contact details and our training experts will get back to you by phone:<\/p>\n<\/div><div class=\"headline success-message\" data-result-condition=\"b2b_weniger\"><h4>As a training partner for data skills and AI fundamentals, we look forward to learning more about your re-skilling and upskilling needs to help you transform your business. Please leave your contact details. Our business education team will contact you shortly for a consultation.<\/h4>\n<\/div><div class=\"headline success-message\" data-result-condition=\"b2b_mehr\"><p>We have good news for you:<\/p>\n<h4>The Qualification Opportunities Act could entitle you to a grant of up to 100 %. A wage subsidy of up to 75% is also possible if employees of your company complete further training for data skills with StackFuel.<\/h4>\n<p>Leave your contact details and our advisory team will contact you shortly for a no-obligation consultation.<\/p>\n<\/div><div class=\"headline success-message\" data-result-condition=\"student\"><h3>Congratulations! You will benefit from our study discount for your further education!<\/h3>\n<h4>As a student, you are entitled to a student discount from StackFuel if you complete our training programs. Would you like advice and information about our training programs, booking individual courses or financing options?<\/h4>\n<p>Then leave your contact details and our training experts will get back to you by phone:<\/p>\n<\/div><\/div>\r\n            <\/div><div id=\"step-5\" class=\"step\" data-step=\"5\"  data-tracking-id=\"\">\r\n                <p class=\"main-heading\">Would you like to train full-time or part-time?<\/p>\r\n                <div class=\"answers\"><button type=\"button\" class=\"answer\" data-answer-output=\"Full-time\" data-next=\"6\">Full-time<\/button><button type=\"button\" class=\"answer\" data-answer-output=\"Part-time\" data-next=\"6\">Part-time<\/button><button type=\"button\" class=\"answer\" data-answer-output=\"Not clear yet\" data-next=\"6\">Not sure<\/button><\/div>\r\n                <button type=\"button\" class=\"back_button\" data-prev=\"true\">&lt; Back<\/button>\r\n                <button type=\"button\" class=\"back_button\" data-prev=\"true\">&lt; Back<\/button>\r\n                \r\n            <\/div><div id=\"step-6\" class=\"step\" data-step=\"6\" data-hide-headlines data-tracking-id=\"\">\r\n                <p class=\"main-heading\">Which training program are you interested in?<\/p>\r\n                <div class=\"answers\"><button type=\"button\" class=\"answer\" data-answer-output=\"AI\" data-next=\"7\">AI training program<\/button><button type=\"button\" class=\"answer\" data-answer-output=\"Data Course\" data-next=\"7\">Data training program<\/button><button type=\"button\" class=\"answer\" data-answer-output=\"IT\" data-next=\"7\">IT training program <\/button><button type=\"button\" class=\"answer\" data-answer-output=\"Project Management Course\" data-next=\"7\">Project management training program<\/button><button type=\"button\" class=\"answer\" data-answer-output=\"Not clear yet\" data-next=\"7\">I don't know and would like some advice <\/button><\/div>\r\n                <button 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value=\"Messe\/Evevent\">Trade fair or event<\/option><option value=\"Recommendation\/Empfehlung\">Recommendation from a friend<\/option><option value=\"Partner\/Affiliate\">Recommendation from a company or partner<\/option><option value=\"Direct\/Website\">I already knew StackFuel<\/option><option value=\"Other\">Miscellaneous<\/option><\/select>\r\n                        <\/div> <div class=\"sf_tg_fields\"><input type=\"hidden\" style=\"display: none !important\" name=\"utm_source\" id=\"form-field-utm_source\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"first_utm_source\" id=\"form-field-first_utm_source\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"utm_medium\" id=\"form-field-utm_medium\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"first_utm_medium\" id=\"form-field-first_utm_medium\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"utm_term\" id=\"form-field-utm_term\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"first_utm_term\" id=\"form-field-first_utm_term\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"utm_content\" id=\"form-field-utm_content\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"first_utm_content\" id=\"form-field-first_utm_content\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"utm_campaign\" id=\"form-field-utm_campaign\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"first_utm_campaign\" id=\"form-field-first_utm_campaign\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"fbclid\" id=\"form-field-fbclid\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"organic_source\" id=\"form-field-organic_source\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"organic_source_str\" id=\"form-field-organic_source_str\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"traffic_source\" id=\"form-field-traffic_source\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"first_traffic_source\" id=\"form-field-first_traffic_source\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"utm_referral\" id=\"form-field-utm_referral\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"gclid\" id=\"form-field-gclid\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"lastShownPage\" id=\"form-field-lastShownPage\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"hsa_cam\" id=\"form-field-hsa_cam\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"hsa_grp\" id=\"form-field-hsa_grp\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"hsa_ad\" id=\"form-field-hsa_ad\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"hsa_net\" id=\"form-field-hsa_net\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"hsa_src\" id=\"form-field-hsa_src\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"hsa_tgt\" id=\"form-field-hsa_tgt\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"lead_target\" id=\"form-field-lead_target\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"source_language\" id=\"form-field-source_language\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"letzte_angezeigte_seite_vor_form_submission\" id=\"form-field-letzte_angezeigte_seite_vor_form_submission\" value=\"\"><\/div><\/div>\r\n                <button type=\"submit\" id=\"submit-button-end\">Send<\/button>\r\n                <button type=\"button\" class=\"back_button\" data-prev=\"true\">&lt; Back<\/button>\r\n                <div class=\"result-messages\" style=\"display: none;\"><div class=\"headline success-message\" data-result-condition=\"unemployed || soon_unemployed\"><h3>Congratulations! You may be eligible for funding with an education voucher!<\/h3>\n<p>If you are already or will soon be registered as a jobseeker, your training program at StackFuel for 100% can be financed with an education voucher from the Federal Employment Agency.<\/p>\n<\/div><div class=\"headline success-message\" data-result-condition=\"employed\"><h3>Thank you for your interest in StackFuel's online training courses!<\/h3>\n<p>If you are employed, you can finance your training program at StackFuel yourself or have it funded by the Federal Employment Agency. Would you like advice and information about our training programs, booking individual courses or financing options?<\/p>\n<p>Then leave your contact details and our training experts will get back to you by phone:<\/p>\n<\/div><div class=\"headline success-message\" data-result-condition=\"b2b_weniger\"><h4>As a training partner for data skills and AI fundamentals, we look forward to learning more about your re-skilling and upskilling needs to help you transform your business. Please leave your contact details. Our business education team will contact you shortly for a consultation.<\/h4>\n<\/div><div class=\"headline success-message\" data-result-condition=\"b2b_mehr\"><p>We have good news for you:<\/p>\n<h4>The Qualification Opportunities Act could entitle you to a grant of up to 100 %. A wage subsidy of up to 75% is also possible if employees of your company complete further training for data skills with StackFuel.<\/h4>\n<p>Leave your contact details and our advisory team will contact you shortly for a no-obligation consultation.<\/p>\n<\/div><div class=\"headline success-message\" data-result-condition=\"student\"><h3>Congratulations! You will benefit from our study discount for your further education!<\/h3>\n<h4>As a student, you are entitled to a student discount from StackFuel if you complete our training programs. Would you like advice and information about our training programs, booking individual courses or financing options?<\/h4>\n<p>Then leave your contact details and our training experts will get back to you by phone:<\/p>\n<\/div><\/div>\r\n            <\/div><input type=\"hidden\" name=\"trp-form-language\" value=\"en\"\/><\/form>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69dc849 elementor-widget elementor-widget-text-editor\" data-id=\"69dc849\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2>Where does the term come from and how has the field developed?<\/h2><p>The term \u201eartificial intelligence\u201c was coined in the mid-1950s as part of the Dartmouth Summer Research Project on Artificial Intelligence (1956), which is widely regarded as the birth of AI research.<\/p><p>Since then, AI research has gone through several phases - phases of great optimism, but also phases of disillusionment when expectations were not met.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7582bc3 elementor-widget elementor-widget-html\" data-id=\"7582bc3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<style>\n.responsive-table {\n  width: 100%;\n  border-collapse: collapse;\n  margin: 1em 0;\n  font-family: Arial, sans-serif;\n  table-layout: fixed;\n  word-wrap: break-word;\n}\n.responsive-table th, .responsive-table td {\n  border: 1px solid #ddd;\n  padding: 12px;\n  text-align: left;\n  vertical-align: top;\n  word-wrap: break-word;\n  overflow-wrap: break-word;\n  hyphens: auto;\n}\n.responsive-table th {\n  background-color: #f4f4f4;\n  font-weight: bold;\n}\n@media screen and (max-width: 600px) {\n  .responsive-table thead {\n    display: none;\n  }\n  .responsive-table tr {\n    display: block;\n    margin-bottom: 1em;\n    border-bottom: 2px solid #ddd;\n  }\n  .responsive-table td {\n    display: block;\n    text-align: right;\n    padding-left: 50%;\n    position: relative;\n  }\n  .responsive-table td::before {\n    content: attr(data-label);\n    position: absolute;\n    left: 12px;\n    width: 45%;\n    font-weight: bold;\n    text-align: left;\n  }\n}\n<\/style>\n\n<table class=\"responsive-table\">\n<thead>\n<tr>\n<th>Year<\/th>\n<th>Milestone<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n\n<tr>\n<td data-label=\"Jahr\">1936<\/td>\n<td data-label=\"Meilenstein\">Alan Turing develops the Turing machine<\/td>\n<\/tr>\n\n<tr>\n<td data-label=\"Jahr\">1956<\/td>\n<td data-label=\"Meilenstein\">John McCarthy coins the term \u201eartificial intelligence\u201c at the Dartmouth Conference<\/td>\n<\/tr>\n\n<tr>\n<td data-label=\"Jahr\">1966<\/td>\n<td data-label=\"Meilenstein\">ELIZA: first chatbot that simulates conversations<\/td>\n<\/tr>\n\n<tr>\n<td data-label=\"Jahr\">1997<\/td>\n<td data-label=\"Meilenstein\">Deep Blue defeats world chess champion Garry Kasparov<\/td>\n<\/tr>\n\n<tr>\n<td data-label=\"Jahr\">2000s<\/td>\n<td data-label=\"Meilenstein\">Advances in computing power, big data and algorithms enable modern AI systems<\/td>\n<\/tr>\n\n<tr>\n<td data-label=\"Jahr\">2010-today<\/td>\n<td data-label=\"Meilenstein\">Voice assistants, generative AI (ChatGPT, DALL-E), self-driving cars<\/td>\n<\/tr>\n\n<\/tbody>\n<\/table>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1f404b elementor-widget elementor-widget-text-editor\" data-id=\"f1f404b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>With the advent of powerful computers and large amounts of data (e.g. thanks to the Internet, sensor technology, <a href=\"https:\/\/stackfuel.com\/en\/blog\/big-data-simply-explained\/\">Big Data<\/a>) and technical advances - particularly in the field of artificial neural networks and deep learning - AI has experienced a significant upswing. As a result, applications that seemed unimaginable just a few decades ago are now possible.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1eed604 elementor-widget elementor-widget-text-editor\" data-id=\"1eed604\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2>How does AI work - central methods and approaches<\/h2><p>AI can be realized in different ways. Two central approaches are<\/p><ul><li><strong>Symbolic \/ rule-based AI:<\/strong> Here, knowledge and decision rules are explicitly modeled - the system draws logical conclusions based on these rules, like a classic expert system.<\/li><li><strong>Statistical \/ data-driven AI<\/strong> (in particular neural networks and deep learning): Here, the system learns from large amounts of data - e.g. from images, texts or measured values - in order to recognize patterns and make predictions or decisions. This approach can also deal with probabilistic information and uncertainty.<\/li><\/ul><div>\u00a0<\/div><p>Particularly widespread today are methods of <a href=\"https:\/\/stackfuel.com\/en\/blog\/machine-learning-algorithms-methods-examples\/\">Machine learning<\/a> (machine learning, ML) and deep learning. These enable AI systems to learn from experience and improve their performance in a similar way to how humans grow through learning.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3679192 elementor-widget elementor-widget-text-editor\" data-id=\"3679192\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2>Weak vs. strong AI - the difference between everyday applications and visions<\/h2><p>In practice, experts usually speak of <strong>weak (narrow) AI<\/strong>Systems that are optimized for very specific tasks - such as speech recognition, image recognition, recommendation systems, autonomous vehicles or chatbots. They imitate certain aspects of human intelligence, but not general intelligence.<\/p><p>This contrasts with the idea of <strong>strong (general) AI<\/strong> or Artificial General Intelligence (AGI): a hypothetical system that can think and learn flexibly, creatively and with a similar breadth as a human - across many different tasks. Such a system does not yet exist in the real sense.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-35c13e7 e-con-full e-flex e-con e-child\" data-id=\"35c13e7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-456c9e9 elementor-widget elementor-widget-heading\" data-id=\"456c9e9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">StackFuel AI training<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-63218e2 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"63218e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><strong>Contents:<\/strong> From understanding data, AI basics, generative AI, law &amp; ethics, to use cases, prompting and CustomGPTs.<\/li><li><strong>Duration:<\/strong> 5 weeks full-time or 10 weeks part-time<\/li><li><strong>Previous knowledge:<\/strong> No previous experience necessary - the course is designed for beginners.<\/li><li><strong>Promotion:<\/strong> Eligible for funding with education voucher 100 %.<\/li><li><strong>Conclusion:<\/strong> You will become a certified AI specialist - with career service and coaching support.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e4ea62 elementor-align-center elementor-widget__width-auto button-lime-primary elementor-widget elementor-widget-button\" data-id=\"5e4ea62\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/stackfuel.com\/en\/training\/ki-weiterbildung\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">To AI training<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ccdce89 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"ccdce89\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2>What is AI used for today - fields of application and benefits<\/h2><p>The range of applications for AI is astonishingly wide:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-582c869 elementor-widget elementor-widget-html\" data-id=\"582c869\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<style>\n.responsive-table {\n  width: 100%;\n  border-collapse: collapse;\n  margin: 1em 0;\n  font-family: Arial, sans-serif;\n  table-layout: fixed;\n  word-wrap: break-word;\n}\n.responsive-table th, .responsive-table td {\n  border: 1px solid #ddd;\n  padding: 12px;\n  text-align: left;\n  vertical-align: top;\n  word-wrap: break-word;\n  overflow-wrap: break-word;\n  hyphens: auto;\n}\n.responsive-table th {\n  background-color: #f4f4f4;\n  font-weight: bold;\n}\n@media screen and (max-width: 600px) {\n  .responsive-table thead {\n    display: none;\n  }\n  .responsive-table tr {\n    display: block;\n    margin-bottom: 1em;\n    border-bottom: 2px solid #ddd;\n  }\n  .responsive-table td {\n    display: block;\n    text-align: right;\n    padding-left: 50%;\n    position: relative;\n  }\n  .responsive-table td::before {\n    content: attr(data-label);\n    position: absolute;\n    left: 12px;\n    width: 45%;\n    font-weight: bold;\n    text-align: left;\n  }\n}\n<\/style>\n\n<table class=\"responsive-table\">\n<thead>\n<tr>\n<th>Field of application<\/th>\n<th>Examples<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n\n<tr>\n<td data-label=\"Einsatzbereich\">\ud83d\udde3\ufe0f Speech recognition, translation &amp; NLP<\/td>\n<td data-label=\"Beispiele\">\nVoice assistants, chatbots, automatic translation programs\n<\/td>\n<\/tr>\n\n<tr>\n<td data-label=\"Einsatzbereich\">\ud83d\uddbc\ufe0f Image &amp; pattern recognition<\/td>\n<td data-label=\"Beispiele\">\nFacial recognition, medical image analysis, industrial quality control\n<\/td>\n<\/tr>\n\n<tr>\n<td data-label=\"Einsatzbereich\">\u2699\ufe0f Automation &amp; optimization<\/td>\n<td data-label=\"Beispiele\">\nUse in production, logistics, administration, data processing; automation of repetitive or data-intensive processes\n<\/td>\n<\/tr>\n\n<tr>\n<td data-label=\"Einsatzbereich\">Generative AI<\/td>\n<td data-label=\"Beispiele\">\nText generation, image generation, music composition, design, program code\n<\/td>\n<\/tr>\n\n<\/tbody>\n<\/table>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f82242e elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"f82242e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The main benefit of AI lies in this, <a href=\"https:\/\/stackfuel.com\/en\/blog\/automating-processes-recognise-potential\/\">Automate processes<\/a>, The ability to analyze large amounts of data and derive patterns or predictions from it - often faster, more accurately and more scalable than human work alone.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-95eba80 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"95eba80\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2>Opportunities and challenges<\/h2><p>The use of AI offers many opportunities - but also challenges:<\/p><ul><li><strong>Advantages:<\/strong> Relief for routine work, increased efficiency, automation of complex processes, support in medicine, research, industry and administration.<\/li><li><strong>Risks and limits:<\/strong> AI systems require large amounts of data; they can make mistakes, are susceptible to bias or data distortion, and their decisions are often not transparent (<a href=\"https:\/\/www.ibm.com\/de-de\/think\/topics\/black-box-ai\" target=\"_blank\" rel=\"noopener\">\u201eBlack box\u201c problem<\/a>).<\/li><li><strong>Ethical and social issues:<\/strong> Data protection, responsibility, transparency, possible effects on the labor market and power relations - these are all key issues when dealing with AI.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1924ed9 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"1924ed9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2>Conclusion<\/h2><p>Today, artificial intelligence is much more than an abstract scientific term; it is shaping our everyday lives, our working world and our society. AI can support us, relieve us and open up new opportunities - at the same time, it challenges us to use this technology responsibly.<\/p><p>While many of today's systems (weak AI) are already impressive and deliver real added value, the vision of a general, human-like intelligence (strong AI) remains in the realm of theory and speculation for the time being.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f96c5d0 elementor-align-center elementor-widget__width-auto button-lime-primary elementor-widget elementor-widget-button\" data-id=\"f96c5d0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/stackfuel.com\/en\/training\/ki-weiterbildung\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">To AI training<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>K\u00fcnstliche Intelligenz (h\u00e4ufig abgek\u00fcrzt \u201eKI\u201c, engl. Artificial Intelligence, AI) bezeichnet grunds\u00e4tzlich computerbasierte Systeme, die Aufgaben \u00fcbernehmen, die man traditionell mit menschlicher Intelligenz verbindet: Wahrnehmen, Lernen, Entscheiden, Probleml\u00f6sen, Urteilen oder sogar Kreativit\u00e4t. Formal ist KI ein Teilgebiet der Informatik, das sich mit der Erforschung und dem Bau solcher Systeme befasst. Dabei soll die Maschine nicht nur [&hellip;]<\/p>\n","protected":false},"author":38,"featured_media":104594,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"categories":[13,7],"tags":[],"class_list":["post-104579","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-kuenstliche-intelligenz","category-artificial-intelligence"],"acf":[],"_links":{"self":[{"href":"https:\/\/stackfuel.com\/en\/wp-json\/wp\/v2\/posts\/104579","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/stackfuel.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/stackfuel.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/stackfuel.com\/en\/wp-json\/wp\/v2\/users\/38"}],"replies":[{"embeddable":true,"href":"https:\/\/stackfuel.com\/en\/wp-json\/wp\/v2\/comments?post=104579"}],"version-history":[{"count":20,"href":"https:\/\/stackfuel.com\/en\/wp-json\/wp\/v2\/posts\/104579\/revisions"}],"predecessor-version":[{"id":104602,"href":"https:\/\/stackfuel.com\/en\/wp-json\/wp\/v2\/posts\/104579\/revisions\/104602"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/stackfuel.com\/en\/wp-json\/wp\/v2\/media\/104594"}],"wp:attachment":[{"href":"https:\/\/stackfuel.com\/en\/wp-json\/wp\/v2\/media?parent=104579"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/stackfuel.com\/en\/wp-json\/wp\/v2\/categories?post=104579"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/stackfuel.com\/en\/wp-json\/wp\/v2\/tags?post=104579"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}