{"id":21707,"date":"2025-05-07T13:26:05","date_gmt":"2025-05-07T13:26:05","guid":{"rendered":"https:\/\/www.cleverrepublic.com\/?post_type=blog&#038;p=21707"},"modified":"2025-10-02T14:30:08","modified_gmt":"2025-10-02T14:30:08","slug":"llms-beyond-the-hype-understanding-the-power-and-risks","status":"publish","type":"blog","link":"https:\/\/www.cleverrepublic.com\/nl\/resources\/blog\/llms-beyond-the-hype-understanding-the-power-and-risks\/","title":{"rendered":"LLMs Beyond the Hype: Understanding the Power and Risks"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"21707\" class=\"elementor elementor-21707\" data-elementor-post-type=\"blog\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ccdd0a9 e-flex e-con-boxed e-con e-parent\" data-id=\"ccdd0a9\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-30559c6 elementor-widget elementor-widget-heading\" data-id=\"30559c6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The Power and Risks of LLMs<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dc61024 elementor-widget elementor-widget-text-editor\" data-id=\"dc61024\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>AI is changing the way we work, think, and innovate. In his latest blog, Floris explored how Artificial Intelligence empowers researchers to go further and faster. But as we embrace Large Language Models (LLMs), like ChatGPT and its cousins, we must ask ourselves: do we truly understand what we are using, and, arguably as important, what could go wrong? While this is largely a moment of opportunity, it is also a moment of reflection.\u00a0\u00a0<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f0c2b43 e-flex e-con-boxed e-con e-parent\" data-id=\"f0c2b43\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2b6d65d elementor-widget elementor-widget-heading\" data-id=\"2b6d65d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What are LLMs, Really?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-06182db elementor-widget elementor-widget-text-editor\" data-id=\"06182db\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>LLMs are AI models trained on massive volumes of text. They can do almost anything with text, for example write articles, summarise reports, translate languages, and even answer emails in your tone of voice.\u00a0<\/p><p>But let us be clear: LLMs do not understand language like humans do. They predict what words come next based on patterns in data. Sometimes, that prediction is spot on. Other times, it sounds completely legit but is wrong. In the world of AI, we call this \u2018hallucinations\u2019.\u00a0<\/p><p>If you are relying on LLMs to support critical processes \u2013 without knowing when and how to validate their output \u2013 you are building on shaky ground.<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-994b5a4 e-flex e-con-boxed e-con e-parent\" data-id=\"994b5a4\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f9e109b elementor-widget elementor-widget-heading\" data-id=\"f9e109b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The Promise of LLMs<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74b44c2 elementor-widget elementor-widget-text-editor\" data-id=\"74b44c2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>When used with care, LLMs can unlock serious value for almost anyone in an organisation. Here is how:<\/p><ul><li>Research teams summarise academic literature in minutes, not weeks.<\/li><li>Data Governance teams generate policy drafts, interpret lineage, or create glossary terms.<\/li><li>Customer service teams deliver consistent, helpful replies 24\/7.<\/li><\/ul><p>At Clever Republic, we always link these tools back to the business case. We are not using AI because it is trendy. We use it because it drives efficiency, insight, and trust when done right and thus delivers value for your organisation.\u00a0<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c299508 e-flex e-con-boxed e-con e-parent\" data-id=\"c299508\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aff52f3 elementor-widget elementor-widget-heading\" data-id=\"aff52f3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The Risks: A 360\u00b0 View<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-61629e1 elementor-widget elementor-widget-text-editor\" data-id=\"61629e1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Every AI opportunity has a shadow side. Here is, amongst others, what leaders must keep in view:<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9e35f28 e-flex e-con-boxed e-con e-parent\" data-id=\"9e35f28\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-06dd1c4 elementor-widget elementor-widget-heading\" data-id=\"06dd1c4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Data Risk<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-afa5126 elementor-widget elementor-widget-text-editor\" data-id=\"afa5126\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The Data Act focuses on both sharing data within a company and with external parties. Th<\/p><p>LLMs learn from whatever they are fed. Biases, errors, and outdated knowledge get baked in. Poor input = poor output. This is called the\u00a0<em>garbage in, garbage out<\/em>\u00a0principle.\u00a0Imagine a sales forecasting model trained on incomplete, biased customer data from a different country. The result? Skewed predictions that misguide strategy and hurt revenue.<\/p><p><em>Leadership Reflection:<\/em>\u00a0How robust are your data quality checks before training or prompting AI?<\/p><p>e aim is to reduce barriers and stimulate data exchange, both internally and externally, so that companies can operate more efficiently and innovatively. The Data Act can be read\u00a0<a href=\"https:\/\/eur-lex.europa.eu\/legal-content\/EN\/TXT\/?uri=CELEX%3A52020PC0767#\" target=\"_blank\" rel=\"noopener\">here<\/a>.\u00a0<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-85078c1 e-flex e-con-boxed e-con e-parent\" data-id=\"85078c1\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8dbdb65 elementor-widget elementor-widget-heading\" data-id=\"8dbdb65\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Legal Risk <\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9ccb372 elementor-widget elementor-widget-text-editor\" data-id=\"9ccb372\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Some LLMs reproduce copyrighted material or leak sensitive information. Not every dataset behing a LLM is transparent.\u00a0If you cannot trace what went in, how can you prove GDPR compliance \u2013 or defend your organisation in court? For instance, a chatbot quoting copyrighted text without permission can trigger lawsuits and reputational damage.<\/p><p><em>Leadership Reflection:<\/em>\u00a0Do you have clear policies for acceptable AI inputs, prompts, and outputs?<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-66625f4 e-flex e-con-boxed e-con e-parent\" data-id=\"66625f4\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b4764f1 elementor-widget elementor-widget-heading\" data-id=\"b4764f1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Ethical Risk<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e682a86 elementor-widget elementor-widget-text-editor\" data-id=\"e682a86\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>LLMs do not have ethics \u2013 your organisation does. Unchecked AI models may reinforce stereotypes, spread misinformation, or suggest harmful actions without context. Take recruitment tools: biased models can amplify discrimination, even if unintended, exposing you to public backlash and regulatory scrutiny.\u00a0<\/p><p><em>Leadership Reflection:<\/em>\u00a0Is your AI governance framework ready to catch and correct ethical pitfalls?<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1ddbc32 e-flex e-con-boxed e-con e-parent\" data-id=\"1ddbc32\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-15cadcc elementor-widget elementor-widget-heading\" data-id=\"15cadcc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Operational Risk<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d15df3b elementor-widget elementor-widget-text-editor\" data-id=\"d15df3b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>People tend to over-trust AI when it sounds confident \u2013 even when wrong. When a polished answer masks a factual error, who takes responsibility for the outcome? Consider a financial assistent suggesting wrong investment advice. Blind trust could lead to financial loss \u2013 and legal claims.\u00a0<\/p><p><em>Leadership Reflection:<\/em>\u00a0Are clear human checkpoints and validations built into your AI-powered 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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-576dbd8 e-flex e-con-boxed e-con e-parent\" data-id=\"576dbd8\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-069e482 elementor-widget elementor-widget-heading\" data-id=\"069e482\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">From Risk to Readiness: Enter AI Governance<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c7f7792 elementor-widget elementor-widget-text-editor\" data-id=\"c7f7792\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Here is the good news: you do not need to start from scratch. LLM oversight is an extension of strong Data and AI Governance. When you already track metadata, define ownership, and control access \u2013 you are halfway to responsible AI.<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-66adbbb e-flex e-con-boxed e-con e-parent\" data-id=\"66adbbb\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9001fd1 elementor-widget elementor-widget-heading\" data-id=\"9001fd1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Time for a Business-First Approach<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c88619 elementor-widget elementor-widget-text-editor\" data-id=\"3c88619\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>This is not just about technology. It is about trust, performance, and long-term value. A well-governed LLM implementation can:<\/p><ul><li>Speed up internal operations.<\/li><li>Improve decision quality.<\/li><li>Increase transparency and explainability.<\/li><\/ul><p>But without proper foundations, you risk making fast mistakes at scale.\u00a0<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7df2e74 e-flex e-con-boxed e-con e-parent\" data-id=\"7df2e74\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-962b0a1 elementor-widget elementor-widget-heading\" data-id=\"962b0a1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Let us innovate, but stay grounded<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0bfd55c elementor-widget elementor-widget-text-editor\" data-id=\"0bfd55c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>LLMs can inspire, assist, and accelerate. But only when you understand their limits as well as their power. As you explore the AI landscape, ask yourself: Are we truly ready to use this responsibly?<\/p><p>At Clever Republic, we help organisations connect the dots \u2013 between innovation and risk, technology and governance, hype and value. We can help organisations with building AI Governance Frameworks and implementing them. Feel free to reach out to us for a session.\u00a0<\/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\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>The Power and Risks of LLMs AI is changing the way we work, think, and innovate. In his latest blog, Floris explored how Artificial Intelligence empowers researchers to go further and faster. But as we embrace Large Language Models (LLMs), like ChatGPT and its cousins, we must ask ourselves: do we truly understand what we&hellip;<\/p>","protected":false},"author":25,"featured_media":21544,"template":"","categories":[146],"class_list":["post-21707","blog","type-blog","status-publish","has-post-thumbnail","hentry","category-ai_governance"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>LLMs Beyond the Hype: Understanding the Power and Risks - Clever Republic<\/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:\/\/www.cleverrepublic.com\/nl\/blog\/\/resources\/blog\/llms-beyond-the-hype-understanding-the-power-and-risks\/\" \/>\n<meta property=\"og:locale\" content=\"nl_NL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"LLMs Beyond the Hype: Understanding the Power and Risks - Clever Republic\" \/>\n<meta property=\"og:description\" content=\"The Power and Risks of LLMs AI is changing the way we work, think, and innovate. In his latest blog, Floris explored how Artificial Intelligence empowers researchers to go further and faster. But as we embrace Large Language Models (LLMs), like ChatGPT and its cousins, we must ask ourselves: do we truly understand what we&hellip;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.cleverrepublic.com\/nl\/blog\/\/resources\/blog\/llms-beyond-the-hype-understanding-the-power-and-risks\/\" \/>\n<meta property=\"og:site_name\" content=\"Clever Republic\" \/>\n<meta property=\"article:modified_time\" content=\"2025-10-02T14:30:08+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.cleverrepublic.com\/wp-content\/uploads\/2025\/07\/Schermafbeelding-2025-05-01-120156-e1746778286405.png\" \/>\n\t<meta property=\"og:image:width\" content=\"882\" \/>\n\t<meta property=\"og:image:height\" content=\"589\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Geschatte leestijd\" \/>\n\t<meta name=\"twitter:data1\" content=\"5 minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.cleverrepublic.com\/blog\/\/resources\/blog\/llms-beyond-the-hype-understanding-the-power-and-risks\/\",\"url\":\"https:\/\/www.cleverrepublic.com\/blog\/\/resources\/blog\/llms-beyond-the-hype-understanding-the-power-and-risks\/\",\"name\":\"LLMs Beyond the Hype: Understanding the Power and Risks - Clever Republic\",\"isPartOf\":{\"@id\":\"https:\/\/www.cleverrepublic.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.cleverrepublic.com\/blog\/\/resources\/blog\/llms-beyond-the-hype-understanding-the-power-and-risks\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.cleverrepublic.com\/blog\/\/resources\/blog\/llms-beyond-the-hype-understanding-the-power-and-risks\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.cleverrepublic.com\/wp-content\/uploads\/2025\/07\/Schermafbeelding-2025-05-01-120156-e1746778286405.png\",\"datePublished\":\"2025-05-07T13:26:05+00:00\",\"dateModified\":\"2025-10-02T14:30:08+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.cleverrepublic.com\/blog\/\/resources\/blog\/llms-beyond-the-hype-understanding-the-power-and-risks\/#breadcrumb\"},\"inLanguage\":\"nl-NL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.cleverrepublic.com\/blog\/\/resources\/blog\/llms-beyond-the-hype-understanding-the-power-and-risks\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"nl-NL\",\"@id\":\"https:\/\/www.cleverrepublic.com\/blog\/\/resources\/blog\/llms-beyond-the-hype-understanding-the-power-and-risks\/#primaryimage\",\"url\":\"https:\/\/www.cleverrepublic.com\/wp-content\/uploads\/2025\/07\/Schermafbeelding-2025-05-01-120156-e1746778286405.png\",\"contentUrl\":\"https:\/\/www.cleverrepublic.com\/wp-content\/uploads\/2025\/07\/Schermafbeelding-2025-05-01-120156-e1746778286405.png\",\"width\":882,\"height\":589},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.cleverrepublic.com\/blog\/\/resources\/blog\/llms-beyond-the-hype-understanding-the-power-and-risks\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.cleverrepublic.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"LLMs Beyond the Hype: Understanding the Power and Risks\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.cleverrepublic.com\/#website\",\"url\":\"https:\/\/www.cleverrepublic.com\/\",\"name\":\"Clever Republic\",\"description\":\"Implementing Data Intelligence\",\"publisher\":{\"@id\":\"https:\/\/www.cleverrepublic.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.cleverrepublic.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"nl-NL\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.cleverrepublic.com\/#organization\",\"name\":\"Clever Republic\",\"url\":\"https:\/\/www.cleverrepublic.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"nl-NL\",\"@id\":\"https:\/\/www.cleverrepublic.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.cleverrepublic.com\/wp-content\/uploads\/2025\/05\/Logo_CleverRepublic_color-5.png\",\"contentUrl\":\"https:\/\/www.cleverrepublic.com\/wp-content\/uploads\/2025\/05\/Logo_CleverRepublic_color-5.png\",\"width\":1224,\"height\":646,\"caption\":\"Clever Republic\"},\"image\":{\"@id\":\"https:\/\/www.cleverrepublic.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.linkedin.com\/company\/clever-republic\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"LLMs Beyond the Hype: Understanding the Power and Risks - Clever Republic","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.cleverrepublic.com\/nl\/blog\/\/resources\/blog\/llms-beyond-the-hype-understanding-the-power-and-risks\/","og_locale":"nl_NL","og_type":"article","og_title":"LLMs Beyond the Hype: Understanding the Power and Risks - Clever Republic","og_description":"The Power and Risks of LLMs AI is changing the way we work, think, and innovate. In his latest blog, Floris explored how Artificial Intelligence empowers researchers to go further and faster. But as we embrace Large Language Models (LLMs), like ChatGPT and its cousins, we must ask ourselves: do we truly understand what we&hellip;","og_url":"https:\/\/www.cleverrepublic.com\/nl\/blog\/\/resources\/blog\/llms-beyond-the-hype-understanding-the-power-and-risks\/","og_site_name":"Clever Republic","article_modified_time":"2025-10-02T14:30:08+00:00","og_image":[{"width":882,"height":589,"url":"https:\/\/www.cleverrepublic.com\/wp-content\/uploads\/2025\/07\/Schermafbeelding-2025-05-01-120156-e1746778286405.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Geschatte leestijd":"5 minuten"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.cleverrepublic.com\/blog\/\/resources\/blog\/llms-beyond-the-hype-understanding-the-power-and-risks\/","url":"https:\/\/www.cleverrepublic.com\/blog\/\/resources\/blog\/llms-beyond-the-hype-understanding-the-power-and-risks\/","name":"LLMs Beyond the Hype: Understanding the Power and Risks - Clever Republic","isPartOf":{"@id":"https:\/\/www.cleverrepublic.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.cleverrepublic.com\/blog\/\/resources\/blog\/llms-beyond-the-hype-understanding-the-power-and-risks\/#primaryimage"},"image":{"@id":"https:\/\/www.cleverrepublic.com\/blog\/\/resources\/blog\/llms-beyond-the-hype-understanding-the-power-and-risks\/#primaryimage"},"thumbnailUrl":"https:\/\/www.cleverrepublic.com\/wp-content\/uploads\/2025\/07\/Schermafbeelding-2025-05-01-120156-e1746778286405.png","datePublished":"2025-05-07T13:26:05+00:00","dateModified":"2025-10-02T14:30:08+00:00","breadcrumb":{"@id":"https:\/\/www.cleverrepublic.com\/blog\/\/resources\/blog\/llms-beyond-the-hype-understanding-the-power-and-risks\/#breadcrumb"},"inLanguage":"nl-NL","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.cleverrepublic.com\/blog\/\/resources\/blog\/llms-beyond-the-hype-understanding-the-power-and-risks\/"]}]},{"@type":"ImageObject","inLanguage":"nl-NL","@id":"https:\/\/www.cleverrepublic.com\/blog\/\/resources\/blog\/llms-beyond-the-hype-understanding-the-power-and-risks\/#primaryimage","url":"https:\/\/www.cleverrepublic.com\/wp-content\/uploads\/2025\/07\/Schermafbeelding-2025-05-01-120156-e1746778286405.png","contentUrl":"https:\/\/www.cleverrepublic.com\/wp-content\/uploads\/2025\/07\/Schermafbeelding-2025-05-01-120156-e1746778286405.png","width":882,"height":589},{"@type":"BreadcrumbList","@id":"https:\/\/www.cleverrepublic.com\/blog\/\/resources\/blog\/llms-beyond-the-hype-understanding-the-power-and-risks\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.cleverrepublic.com\/"},{"@type":"ListItem","position":2,"name":"LLMs Beyond the Hype: Understanding the Power and Risks"}]},{"@type":"WebSite","@id":"https:\/\/www.cleverrepublic.com\/#website","url":"https:\/\/www.cleverrepublic.com\/","name":"Clever Republic","description":"Implementing Data Intelligence","publisher":{"@id":"https:\/\/www.cleverrepublic.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.cleverrepublic.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"nl-NL"},{"@type":"Organization","@id":"https:\/\/www.cleverrepublic.com\/#organization","name":"Clever Republic","url":"https:\/\/www.cleverrepublic.com\/","logo":{"@type":"ImageObject","inLanguage":"nl-NL","@id":"https:\/\/www.cleverrepublic.com\/#\/schema\/logo\/image\/","url":"https:\/\/www.cleverrepublic.com\/wp-content\/uploads\/2025\/05\/Logo_CleverRepublic_color-5.png","contentUrl":"https:\/\/www.cleverrepublic.com\/wp-content\/uploads\/2025\/05\/Logo_CleverRepublic_color-5.png","width":1224,"height":646,"caption":"Clever Republic"},"image":{"@id":"https:\/\/www.cleverrepublic.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/company\/clever-republic"]}]}},"_links":{"self":[{"href":"https:\/\/www.cleverrepublic.com\/nl\/wp-json\/wp\/v2\/blog\/21707","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.cleverrepublic.com\/nl\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/www.cleverrepublic.com\/nl\/wp-json\/wp\/v2\/types\/blog"}],"author":[{"embeddable":true,"href":"https:\/\/www.cleverrepublic.com\/nl\/wp-json\/wp\/v2\/users\/25"}],"version-history":[{"count":4,"href":"https:\/\/www.cleverrepublic.com\/nl\/wp-json\/wp\/v2\/blog\/21707\/revisions"}],"predecessor-version":[{"id":21750,"href":"https:\/\/www.cleverrepublic.com\/nl\/wp-json\/wp\/v2\/blog\/21707\/revisions\/21750"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.cleverrepublic.com\/nl\/wp-json\/wp\/v2\/media\/21544"}],"wp:attachment":[{"href":"https:\/\/www.cleverrepublic.com\/nl\/wp-json\/wp\/v2\/media?parent=21707"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.cleverrepublic.com\/nl\/wp-json\/wp\/v2\/categories?post=21707"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}