{"id":3384,"date":"2026-10-05T15:41:56","date_gmt":"2026-10-05T13:41:56","guid":{"rendered":"https:\/\/escp.eu\/blog-bachelor\/?p=3384"},"modified":"2026-10-08T13:36:11","modified_gmt":"2026-10-08T11:36:11","slug":"beyond-the-prompt-how-escp-bsc-students-learn-to-work-with-ai-not-just-use-it","status":"publish","type":"post","link":"https:\/\/escp.eu\/blog-bachelor\/beyond-the-prompt-how-escp-bsc-students-learn-to-work-with-ai-not-just-use-it\/","title":{"rendered":"Beyond the Prompt: How ESCP BSc Students Learn to Work With AI, Not Just Use It"},"content":{"rendered":"\n<p><strong>Artificial intelligence<\/strong> is redesigning the world of business at an extraordinary speed. New tools emerge almost weekly, companies are redesigning the way they work, and graduates are entering a job market where AI is no longer a novelty but an everyday reality. Amid all this change, however, one question matters more than any other: what does it really mean to be AI-ready?<\/p>\n\n\n\n<p>For Professor <strong>Alara Tascioglu<\/strong>, Assistant Professor of Business Analytics, AI, and Digital Transformation at ESCP Business School and <strong>AI Initiative Paris Campus Coordinator<\/strong>, the answer has surprisingly little to do with becoming a programmer. Through <em>AI for Big Data Management<\/em>, <strong>the second-year <a href=\"https:\/\/lp-federal.escp.eu\/en\/undergraduate\/bachelor-in-management-bsc\/?utm_source=bsc-blog&amp;utm_medium=article&amp;utm_campaign=federal_bsc_ag_2026-2027&amp;utm_content=Alara+Tascioglu\" target=\"_blank\" rel=\"noreferrer noopener\">Bachelor in Management (BSc)<\/a> course she designed and leads, taught across the Paris, Madrid, and Turin campuses<\/strong>, she aims not simply to introduce students to the latest technologies, but to help them develop something considerably more valuable: the confidence to understand, question and direct AI in purposeful ways.<\/p>\n\n\n\n<p>Each spring, <strong>around 1,000 second-year students<\/strong> take part in the course. Some arrive already experimenting with AI in their personal projects. Others quietly believe they are \u201cnot technical enough\u201d to succeed. Yet by the end of the semester, they are building AI agents, measuring their performance and debating the choices behind the systems they have created. That transformation, Professor Tascioglu explains, is the part of teaching she cares about most. Watching students move from \u201c<em>I\u2019m not a coder<\/em>\u201d to confidently saying, <strong>\u201c<\/strong><em>Here is the system I built and here is why I built it this way,<\/em><strong>\u201d<\/strong> is, for her, where the real learning happens.<\/p>\n\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"682\" height=\"1024\" src=\"https:\/\/escp.eu\/blog-bachelor\/wp-content\/uploads\/2026\/10\/Emma-Frery-Photographe_Alara-Tascioglu-WEB-682x1024.jpg\" alt=\"\" class=\"wp-image-3385\" style=\"width:492px;height:auto\" srcset=\"https:\/\/escp.eu\/blog-bachelor\/wp-content\/uploads\/2026\/10\/Emma-Frery-Photographe_Alara-Tascioglu-WEB-682x1024.jpg 682w, https:\/\/escp.eu\/blog-bachelor\/wp-content\/uploads\/2026\/10\/Emma-Frery-Photographe_Alara-Tascioglu-WEB-200x300.jpg 200w, https:\/\/escp.eu\/blog-bachelor\/wp-content\/uploads\/2026\/10\/Emma-Frery-Photographe_Alara-Tascioglu-WEB-768x1152.jpg 768w, https:\/\/escp.eu\/blog-bachelor\/wp-content\/uploads\/2026\/10\/Emma-Frery-Photographe_Alara-Tascioglu-WEB-1024x1536.jpg 1024w, https:\/\/escp.eu\/blog-bachelor\/wp-content\/uploads\/2026\/10\/Emma-Frery-Photographe_Alara-Tascioglu-WEB-1365x2048.jpg 1365w, https:\/\/escp.eu\/blog-bachelor\/wp-content\/uploads\/2026\/10\/Emma-Frery-Photographe_Alara-Tascioglu-WEB-scaled.jpg 1706w\" sizes=\"auto, (max-width: 682px) 100vw, 682px\" \/><figcaption class=\"wp-element-caption\"><em>Professor Alara Tascioglu. Photo by \u00a9 Emma Fr\u00e9ry.<\/em><\/figcaption><\/figure><\/div>\n\n\n<div style=\"height:17px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Learning by Building, Not by Keeping Up<\/h2>\n\n\n\n<p><strong>Business analytics<\/strong> and <strong>data science<\/strong> are often regarded as intimidating subjects, especially for students without technical backgrounds. Professor Tascioglu was determined to change that first impression.<\/p>\n\n\n\n<p>Rather than presenting AI through traditional lectures or abstract theory, she deliberately designed the course to <strong>teach AI with AI itself<\/strong>. The technologies students are learning about become the very tools they use to learn. Business analytics and data science are introduced through gamified challenges, practical case studies and real-life scenarios that encourage experimentation rather than passive learning.<\/p>\n\n\n\n<p>The ambition extends well beyond teaching students how to use today\u2019s most popular platforms. By the end of the course, they should be able to use AI tools effectively, question the quality of their outputs, and even build small systems of their own.<\/p>\n\n\n\n<p>After all, there is a significant difference between having tried ChatGPT a few times and understanding how artificial intelligence can help solve an authentic business problem. Filling that gap is exactly what the course is designed to achieve, and it leads directly to the next fundamental step: <strong>knowing when not to use AI<\/strong>.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>READ ALSO:<\/strong> <a href=\"https:\/\/escp.eu\/blog-bachelor\/chatgpt-unplugged-our-bachelor-in-management-bsc-through-the-lens-of-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">ChatGPT, Unplugged: Our Bachelor in Management (BSc) Through the Lens of AI<\/a><\/li>\n<\/ul>\n\n\n\n<div style=\"height:14px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">The real challenge isn\u2019t using AI. It\u2019s knowing when not to<\/h2>\n\n\n\n<p>Picture beginning your first internship.<\/p>\n\n\n\n<p>You are asked to prepare a competitor analysis, and an AI assistant produces a polished report in less than thirty seconds. It looks convincing. It sounds professional. It even includes charts and recommendations.<\/p>\n\n\n\n<p>Would you send it to your manager?<\/p>\n\n\n\n<p>Professor Tascioglu believes this is where the real work begins.<\/p>\n\n\n\n<p>She argues that today\u2019s professionals are no longer valued simply for producing answers. Their responsibility is to <strong>decide which tools deserve their trust,<\/strong> how much autonomy to give an AI system, and whether its conclusions actually stand up to scrutiny before they inform business decisions. That shift in responsibility is already becoming essential across industries.<\/p>\n\n\n\n<p>Marketing teams use generative AI to develop customer segmentation, HR departments increasingly work alongside AI-assisted recruitment tools, and consultants rely on language models to draft analyses before refining them. In every case, technology can accelerate the process, but human judgement remains <strong>irreplaceable<\/strong>.<\/p>\n\n\n\n<p><em>\u201cI expect management graduates will increasingly be evaluated on a newer skill: the ability to direct AI systems well.\u201d<\/em><\/p>\n\n\n\n<div style=\"height:13px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">A classroom that feels more like a laboratory<\/h2>\n\n\n\n<p>Step inside one of Professor Tascioglu\u2019s classes and you will not find students spending hours listening to lectures.<\/p>\n\n\n\n<p>Instead, laptops are opened almost immediately.<\/p>\n\n\n\n<p>Across <strong>five sessions<\/strong>, students tackle three increasingly sophisticated business cases before completing a final group project in which they <strong>build, stress-test, and recommend<\/strong> an AI system of their own. Short theoretical introductions quickly give way to hands-on workshops, and as the semester advances, building, testing and refining become the centre of the learning experience.<\/p>\n\n\n\n<p><strong>The course itself is rebuilt every year. <\/strong>Professor Tascioglu calls it a just-in-time curriculum: a stable backbone of learning progression and assessment, with tools, platforms and case studies rebuilt annually.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>READ ALSO: <\/strong><a href=\"https:\/\/escp.eu\/blog-bachelor\/future-is-where-ai-meets-education-escp-partners-with-openai\/\" target=\"_blank\" rel=\"noreferrer noopener\">Future is Where AI Meets Education: ESCP Business School Partners with OpenAI<\/a><\/li>\n<\/ul>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">When one thousand students become one research team<\/h2>\n\n\n\n<p>Perhaps the clearest illustration of this philosophy is one of the course\u2019s most ambitious projects.<\/p>\n\n\n\n<p><strong>In the 2025-26 edition, students were asked to develop an AI agent<\/strong> for a fictional sustainable fashion company overwhelmed by customer service emails. Using different no-code platforms, each student creates a system capable of classifying incoming messages, assigning urgency levels and drafting responses in the company\u2019s tone of voice.<\/p>\n\n\n\n<p>At first, it appears to be an individual assignment.<\/p>\n\n\n\n<p>It is anything but.<\/p>\n\n\n\n<p>Every student\u2019s results are combined into a shared dataset spanning the Paris, Madrid and Turin campuses. Suddenly, each student moves from being an AI builder to a business analyst, using Python to explore patterns across about 1,000 different AI systems.<\/p>\n\n\n\n<p>Which platforms classify emails most accurately?<\/p>\n\n\n\n<p>Which consume more resources, and which offer the best balance between efficiency, transparency and sustainability?<\/p>\n\n\n\n<p>Perhaps the most interesting question, however, is this: what happens when the data proves your early assumptions wrong?<\/p>\n\n\n\n<p>Professor Tascioglu believes this is where students <strong>gain some of their most meaningful learning experiences<\/strong>. Rather than defending the platform they personally preferred, they must formulate evidence-based recommendations using data generated collectively by the entire class, even when that evidence challenges their own expectations.<\/p>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">There is no such thing as the \u2018typical\u2019 student<\/h2>\n\n\n\n<p>Every cohort brings together students with remarkably different levels of confidence.<\/p>\n\n\n\n<p>Some have already experimented with AI agents before arriving at ESCP. Others have never opened Google Colab or written a single line of code.<\/p>\n\n\n\n<p>Instead of treating those differences as a problem, the course turns them into an opportunity. That approach carries into the way the class is organised. Every exercise includes a <strong>core version<\/strong> that everyone can complete, along with <strong>optional extensions<\/strong> for more experienced students. Outside the classroom, students can revisit concepts through asynchronous learning materials and interact with custom AI teaching assistants developed specifically for the course.<\/p>\n\n\n\n<p>This variety of starting points and learning approaches is one of the classroom&rsquo;s greatest strengths. More experienced students are encouraged to articulate the reasoning behind their choices, while those with less experience gradually realise that success has far less to do with technical expertise than with a spirit of inquiry, experimentation and learning from one another.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>READ ALSO:<\/strong><a href=\"https:\/\/escp.eu\/blog-bachelor\/key-scientific-and-technological-issues-in-business-the-future-of-business-in-a-technology-driven-era\/\" target=\"_blank\" rel=\"noreferrer noopener\"> Key Scientific and Technological Issues in Business. The future of business in a technology-driven era<\/a><\/li>\n<\/ul>\n\n\n\n<div style=\"height:13px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Beyond the hype<\/h2>\n\n\n\n<p>Artificial intelligence often inspires extreme reactions.<\/p>\n\n\n\n<p>Some people see it almost as magic. Others fear it will replace entire professions.<\/p>\n\n\n\n<p>Professor Tascioglu believes that <strong>both perspectives oversimplify reality<\/strong>. Once students begin designing, testing and occasionally breaking AI systems themselves, they discover that these technologies are neither magical nor all-powerful. They are tools with impressive capabilities, obvious limitations and real costs, including environmental ones.<\/p>\n\n\n\n<p>That experience, in turn, shifts the conversation.<\/p>\n\n\n\n<p>Instead of asking whether AI is \u201cgood\u201d or \u201cbad\u201d, students begin asking far more useful questions.<\/p>\n\n\n\n<p><em>Where does this technology genuinely create value? Where does it fail? And when should human judgement take precedence?<\/em> Those, after all, are exactly the questions future managers will be expected to answer.<\/p>\n\n\n\n<div style=\"height:11px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">The skill that will outlast every new technology<\/h2>\n\n\n\n<p>It is impossible to predict which AI tools today\u2019s students will be using when they graduate.<\/p>\n\n\n\n<p>Many of them probably do not exist yet.<\/p>\n\n\n\n<p>That uncertainty is precisely why Professor Tascioglu places so much emphasis on <strong>adaptive expertise<\/strong>. She encourages students to stay curious enough to explore new technologies as they emerge, disciplined enough to test what those technologies actually do, and confident enough to admit when something does not work as expected.<\/p>\n\n\n\n<p>Interestingly, she has found that the students who thrive are not always those with the strongest technical background. More often, they are the ones willing to explore unfamiliar territory, push ideas until they break, openly discuss their mistakes and share what they have learned with others.<\/p>\n\n\n\n<p>The goal is not to predict every new technology, but to prepare students to confidently embrace whatever comes next. In Professor Tascioglu&rsquo;s view, it is this mindset, not any particular technology, that will prove most valuable in the years ahead.<\/p>\n\n\n\n<p><em>In many ways, that may be the most important lesson the course offers.<\/em><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>Learn more about the <strong><a href=\"https:\/\/lp-federal.escp.eu\/en\/undergraduate\/bachelor-in-management-bsc\/?utm_source=bsc-blog&amp;utm_medium=article&amp;utm_campaign=federal_bsc_ag_2026-2027&amp;utm_content=Alara+Tascioglu\" target=\"_blank\" rel=\"noreferrer noopener\">Bachelor in Management (BSc)<\/a><\/strong> and discover why understanding <strong>the impact of AI  is a crucial part of a future leader\u2019s education<\/strong>.<\/p>\n<div style=\"margin-top: 0px; margin-bottom: 0px;\" class=\"sharethis-inline-share-buttons\" ><\/div>","protected":false},"excerpt":{"rendered":"<p>Artificial intelligence is redesigning the world of business at an extraordinary speed. New tools emerge almost weekly, companies are redesigning the way they work, and graduates are entering a job market where AI is no longer a novelty but an everyday reality. Amid all this change, however, one question matters more than any other: what [&hellip;]<\/p>\n","protected":false},"author":17,"featured_media":3386,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_uag_custom_page_level_css":"","footnotes":""},"categories":[196,8],"tags":[],"class_list":["post-3384","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bachelor-in-management","category-careers"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Beyond the Prompt: How ESCP BSc Students Learn to Work With AI, Not Just Use It - ESCP Business School<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/escp.eu\/blog-bachelor\/beyond-the-prompt-how-escp-bsc-students-learn-to-work-with-ai-not-just-use-it\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Beyond the Prompt: How ESCP BSc Students Learn to Work With AI, Not Just Use It - ESCP Business School\" \/>\n<meta property=\"og:description\" content=\"Artificial intelligence is redesigning the world of business at an extraordinary speed. 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