{"id":11152,"date":"2024-10-11T10:30:00","date_gmt":"2024-10-11T08:30:00","guid":{"rendered":"https:\/\/ootary.com\/?p=11152"},"modified":"2024-10-11T16:47:36","modified_gmt":"2024-10-11T14:47:36","slug":"from-algorithms-to-dia-models-differences-and-uses","status":"publish","type":"post","link":"https:\/\/ootary.com\/en\/from-algorithms-to-dia-models-differences-and-uses\/","title":{"rendered":"From algorithms to AI models: differences and uses"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"11152\" class=\"elementor elementor-11152\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4902b8a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4902b8a\" 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-8db6109\" data-id=\"8db6109\" 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-3a0c8a9 elementor-widget elementor-widget-text-editor\" data-id=\"3a0c8a9\" 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>Visit <strong>algorithms<\/strong> and the<strong>artificial intelligence (AI)<\/strong> represent two distinct approaches to solving problems with computers. Although they are often used together, each has its own unique characteristics. In this article, we will compare these two technologies with concrete examples, highlighting their advantages and limitations.<\/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-f0fa2f1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f0fa2f1\" 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-7fa26d6\" data-id=\"7fa26d6\" 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-1d9a7e4 elementor-widget elementor-widget-heading\" data-id=\"1d9a7e4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What is an algorithm? <\/h2>\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-37acd0d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"37acd0d\" 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-68a9cc8\" data-id=\"68a9cc8\" 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-77c8ba6 elementor-widget elementor-widget-text-editor\" data-id=\"77c8ba6\" 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>A <strong>algorithm<\/strong> is a sequence of clearly defined instructions enabling a computer to perform a specific task. Like a recipe, it follows precise steps to achieve the same result, whatever the circumstances.<\/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-f86ad34 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f86ad34\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-3fe5576\" data-id=\"3fe5576\" 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-4c905e0 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"4c905e0\" 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>Example 1: performing an addition calculation<\/strong><\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li>When an algorithm adds two numbers, for example 5 + 3, it strictly applies the mathematical rules to obtain the result, 8.<\/li><li><strong>Advantage<\/strong> Algorithms deliver consistent, reliable results.<\/li><li><strong>Limit<\/strong> : They are limited to well-defined tasks, with precise rules.<\/li><\/ul><\/li><\/ul><\/li><\/ul><p><strong>Example 2: sorting a list of elements<\/strong><\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li>Imagine you need to sort a list of fruits (apples, bananas, oranges) in alphabetical order. An algorithm will compare each item and reorganize the list systematically, from A to Z.<\/li><li><strong>Advantage<\/strong> It's a fast, efficient way to manage organized data.<\/li><li><strong>Limit<\/strong> Each algorithm must be specifically designed for the task in hand.<\/li><\/ul><\/li><\/ul><\/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-62ed06f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"62ed06f\" 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-6fce12e\" data-id=\"6fce12e\" 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-7f6380c elementor-widget elementor-widget-spacer\" data-id=\"7f6380c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/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-37de287 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"37de287\" 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-148334b\" data-id=\"148334b\" 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-629007e elementor-widget elementor-widget-heading\" data-id=\"629007e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What is artificial intelligence (AI)? <\/h2>\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-7181412 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7181412\" 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-2576fe6\" data-id=\"2576fe6\" 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-33bdad8 elementor-widget elementor-widget-text-editor\" data-id=\"33bdad8\" 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>L'<strong>IA<\/strong> is distinguished by its ability to learn from data and adapt to complex situations, without the need for precise instructions. Inspired by<\/p><p>the way the human brain works, AI learns from experience and gradually improves.<\/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-abe3797 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"abe3797\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-9c08055\" data-id=\"9c08055\" 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-1077ddf elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"1077ddf\" 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>Example 1: image recognition<\/strong><\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li>By exposing an AI to a large number of images of dogs and cats, it is able to distinguish between the two species by learning to recognize their differences.<\/li><li><strong>Advantage<\/strong> AI can solve complex problems that traditional algorithms cannot.<\/li><li><strong>Limit<\/strong> : It requires large amounts of data to train and operate correctly, and can sometimes make mistakes.<\/li><\/ul><\/li><\/ul><\/li><\/ul><p>\u00a0<\/p><p><strong>Example 2: Machine translation<\/strong><\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li>Translation software relies on AI to provide more natural translations, by analyzing millions of sentences and linguistic contexts.<\/li><li><strong>Advantage<\/strong> AI can capture nuances of language that traditional methods cannot.<\/li><li><strong>Limit<\/strong> Despite its capabilities, AI is not infallible and can sometimes produce inconsistent results.<\/li><\/ul><\/li><\/ul><\/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-4e540c2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4e540c2\" 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-936b0bc\" data-id=\"936b0bc\" 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-6f0b846 elementor-widget elementor-widget-spacer\" data-id=\"6f0b846\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/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-fd43136 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fd43136\" 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-22c8f74\" data-id=\"22c8f74\" 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-3caca6f elementor-widget elementor-widget-heading\" data-id=\"3caca6f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Artificial intelligence models: driving learning and adaptation<\/h2>\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-5a92b7a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5a92b7a\" 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-43b86ee\" data-id=\"43b86ee\" 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-847f852 elementor-widget elementor-widget-text-editor\" data-id=\"847f852\" 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>Beyond basic concepts, artificial intelligence relies on complex models that go far beyond traditional algorithms, continually learning and adapting from large quantities of data.<\/p><p>\u00a0<\/p><p>When we talk about AI, we're often referring to \"artificial intelligence\". <strong>artificial intelligence models<\/strong>. These models are computer systems that learn to solve problems by analyzing large quantities of data. Unlike algorithms, which follow strict rules, AI models, such as those used for image recognition or machine translation, improve over time according to the information they process.<\/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-c8a85c9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c8a85c9\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-1e1b62c\" data-id=\"1e1b62c\" 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-e8697e7 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"e8697e7\" 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>For example:<\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li><strong>Neural networks<\/strong> Inspired by the way the human brain works, these models are able to recognize complex patterns in images, sound or text. For example, they can learn to identify faces in photos.<\/li><li><strong>Natural language processing (NLP) models<\/strong> These models are used to understand and generate text, which is essential for applications such as machine translation and speech recognition.<\/li><\/ul><\/li><\/ul><\/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-2dbaa55 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2dbaa55\" 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-4f6abbc\" data-id=\"4f6abbc\" 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-6f0de98 elementor-widget elementor-widget-spacer\" data-id=\"6f0de98\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/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-4328f99 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4328f99\" 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-c70ecdd\" data-id=\"c70ecdd\" 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-6c461df elementor-widget elementor-widget-heading\" data-id=\"6c461df\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The difference between AI models and AI systems<\/h2>\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-d57635d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d57635d\" 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-406e3df\" data-id=\"406e3df\" 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-b6838e3 elementor-widget elementor-widget-text-editor\" data-id=\"b6838e3\" 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>To go a step further, it's important to understand the distinction between an AI model and an AI system. A <strong>IA model<\/strong> is a key component of artificial intelligence: it is a mathematical or statistical representation designed to perform a specific task, such as image recognition or value prediction. AI models, such as neural networks, are trained on the basis of data, and are refined over time.<\/p><p>\u00a0<\/p><p>However, a <strong>AI system<\/strong> is a broader application that encompasses not only AI models, but also the entire ecosystem required for their operation. An AI system includes data collection processes, user interfaces and the technical infrastructure (servers, databases) to effectively deploy artificial intelligence in practical environments. For example, a virtual assistant like Alexa or Siri is an AI system that integrates several models to understand voice, analyze natural language and generate responses in real time.<\/p><p>\u00a0<\/p><p>The distinction between AI model and AI system highlights the complexity and scope of artificial intelligence technologies, enabling us to understand how they interact to offer comprehensive, intelligent solutions in a variety of fields.<\/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-299cba8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"299cba8\" 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-02efe2d\" data-id=\"02efe2d\" 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-35b75a8 elementor-widget elementor-widget-image\" data-id=\"35b75a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"640\" height=\"428\" src=\"https:\/\/ootary.com\/wp-content\/uploads\/2024\/10\/jezael-melgoza-wCAa_rIG-Dc-unsplash-1024x684.jpg\" class=\"attachment-large size-large wp-image-11190\" alt=\"\" srcset=\"https:\/\/ootary.com\/wp-content\/uploads\/2024\/10\/jezael-melgoza-wCAa_rIG-Dc-unsplash-1024x684.jpg 1024w, https:\/\/ootary.com\/wp-content\/uploads\/2024\/10\/jezael-melgoza-wCAa_rIG-Dc-unsplash-300x200.jpg 300w, https:\/\/ootary.com\/wp-content\/uploads\/2024\/10\/jezael-melgoza-wCAa_rIG-Dc-unsplash-768x513.jpg 768w, https:\/\/ootary.com\/wp-content\/uploads\/2024\/10\/jezael-melgoza-wCAa_rIG-Dc-unsplash-1536x1026.jpg 1536w, https:\/\/ootary.com\/wp-content\/uploads\/2024\/10\/jezael-melgoza-wCAa_rIG-Dc-unsplash-2048x1368.jpg 2048w, https:\/\/ootary.com\/wp-content\/uploads\/2024\/10\/jezael-melgoza-wCAa_rIG-Dc-unsplash-18x12.jpg 18w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\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-b90df42 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b90df42\" 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-b8e55af\" data-id=\"b8e55af\" 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-41a83da elementor-widget elementor-widget-heading\" data-id=\"41a83da\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">To conclude <\/h2>\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-b7dcb5b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b7dcb5b\" 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-ebef743\" data-id=\"ebef743\" 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-16a102e elementor-widget elementor-widget-text-editor\" data-id=\"16a102e\" 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>In conclusion, although algorithms and artificial intelligence are often mentioned together, they represent different but complementary concepts. <strong>Algorithms follow pre-established rules to solve specific problems, while AI uses models capable of learning and adapting to complex data.<\/strong> While algorithms are reliable tools for well-defined tasks, AI makes it possible to explore broader, more ambiguous issues, such as image recognition or natural language understanding.<\/p><p>\u00a0<\/p><p>The distinction between AI models and AI systems underlines the complexity of the solutions we use every day: an AI model is a specialized component, while an AI system is a complete solution integrating several models to offer advanced functionality. Whereas<strong>IA continues to evolve<\/strong>It's essential to understand how these technologies interact and adapt, opening up fascinating prospects in a wide range of sectors, from healthcare to finance to transport.<\/p><p>\u00a0<\/p><p>In the future, <strong>algorithms and AI will continue to reinforce each other<\/strong>pushing back the limits of what computers can achieve, with major implications for society and industry.<\/p><p>\u00a0<\/p><p>Building on these technological advances, platforms such as <span style=\"color: #0095db;\"><a style=\"color: #0095db;\" href=\"https:\/\/ootary.com\/en\/armony-solution\/\"><strong>Armony Solution<\/strong><\/a><\/span> can offer customized, innovative tools, optimizing data management and business processes to help your company stay competitive in a constantly changing world.<\/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-0748dde elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0748dde\" 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-df685cf\" data-id=\"df685cf\" 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-f4f1c49 elementor-widget elementor-widget-spacer\" data-id=\"f4f1c49\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/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-fb4b957 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fb4b957\" 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-0d4e11e\" data-id=\"0d4e11e\" 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-96de840 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"96de840\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/ootary.com\/en\/contact\/\">\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\">Contact us<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7b81327 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7b81327\" 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-41deea9\" data-id=\"41deea9\" 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-a0abeb3 elementor-widget elementor-widget-spacer\" data-id=\"a0abeb3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/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-fa8cf34 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fa8cf34\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-37d0371\" data-id=\"37d0371\" 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-8f32590 elementor-widget elementor-widget-image\" data-id=\"8f32590\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"640\" height=\"960\" src=\"https:\/\/ootary.com\/wp-content\/uploads\/2024\/10\/samsung-memory-2AjYB2tWq78-unsplash-683x1024.jpg\" class=\"attachment-large size-large wp-image-11191\" alt=\"\" srcset=\"https:\/\/ootary.com\/wp-content\/uploads\/2024\/10\/samsung-memory-2AjYB2tWq78-unsplash-683x1024.jpg 683w, https:\/\/ootary.com\/wp-content\/uploads\/2024\/10\/samsung-memory-2AjYB2tWq78-unsplash-200x300.jpg 200w, https:\/\/ootary.com\/wp-content\/uploads\/2024\/10\/samsung-memory-2AjYB2tWq78-unsplash-768x1151.jpg 768w, https:\/\/ootary.com\/wp-content\/uploads\/2024\/10\/samsung-memory-2AjYB2tWq78-unsplash-1025x1536.jpg 1025w, https:\/\/ootary.com\/wp-content\/uploads\/2024\/10\/samsung-memory-2AjYB2tWq78-unsplash-1366x2048.jpg 1366w, https:\/\/ootary.com\/wp-content\/uploads\/2024\/10\/samsung-memory-2AjYB2tWq78-unsplash-8x12.jpg 8w, https:\/\/ootary.com\/wp-content\/uploads\/2024\/10\/samsung-memory-2AjYB2tWq78-unsplash-scaled.jpg 1708w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\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<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-bd2c4b0\" data-id=\"bd2c4b0\" 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-9488a07 elementor-widget elementor-widget-heading\" data-id=\"9488a07\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The little plus<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-007ef61 elementor-widget elementor-widget-text-editor\" data-id=\"007ef61\" 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>Visit <strong>hardware<\/strong>, <em>or computer equipment<\/em>refers to the physical components of computer systems, such as processors, graphics cards and memory. To optimize the performance of artificial intelligence models, some manufacturers have developed specialized hardware to accelerate AI processing.<\/p><p>\u00a0<\/p><p>These components, such as graphics processing units (GPUs) or specific integrated circuits (ASICs), are designed to handle complex tasks, offering significant performance gains in applications such as image recognition or natural language processing.<\/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<\/div>","protected":false},"excerpt":{"rendered":"<p>Algorithms and artificial intelligence (AI) represent two distinct approaches to solving problems using computers. Although they are often used together, each has its own unique characteristics. In this article, we will compare these two technologies with concrete examples, while highlighting their advantages and limitations. What is an algorithm? Algorithms<\/p>","protected":false},"author":6,"featured_media":11189,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[64],"tags":[],"class_list":["post-11152","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-transformation-digitale"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Des algorithmes aux mod\u00e8les d\u2019IA \u00a0: les diff\u00e9rences et utilisations - oOTARY<\/title>\n<meta name=\"description\" content=\"Des algorithmes aux mod\u00e8les d&#039;IA : d\u00e9couvrez tout ce que vous devez savoir sur ces innovations technologiques !\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ootary.com\/en\/from-algorithms-to-dia-models-differences-and-uses\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Des algorithmes aux mod\u00e8les d\u2019IA \u00a0: les diff\u00e9rences et utilisations - oOTARY\" \/>\n<meta property=\"og:description\" content=\"Des algorithmes aux mod\u00e8les d&#039;IA : d\u00e9couvrez tout ce que vous devez savoir sur ces innovations technologiques !\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ootary.com\/en\/from-algorithms-to-dia-models-differences-and-uses\/\" \/>\n<meta property=\"og:site_name\" content=\"oOTARY\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-11T08:30:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-10-11T14:47:36+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/ootary.com\/wp-content\/uploads\/2024\/10\/john-schnobrich-FlPc9_VocJ4-unsplash-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1707\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Lilou Thiriet\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Lilou Thiriet\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/ootary.com\\\/des-algorithmes-aux-modeles-dia-les-differences-et-utilisations\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/ootary.com\\\/des-algorithmes-aux-modeles-dia-les-differences-et-utilisations\\\/\"},\"author\":{\"name\":\"Lilou Thiriet\",\"@id\":\"https:\\\/\\\/ootary.com\\\/#\\\/schema\\\/person\\\/93096089cd3efd00ae695e78cbeeda5e\"},\"headline\":\"Des algorithmes aux mod\u00e8les d\u2019IA \u00a0: les diff\u00e9rences et utilisations\",\"datePublished\":\"2024-10-11T08:30:00+00:00\",\"dateModified\":\"2024-10-11T14:47:36+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/ootary.com\\\/des-algorithmes-aux-modeles-dia-les-differences-et-utilisations\\\/\"},\"wordCount\":1227,\"image\":{\"@id\":\"https:\\\/\\\/ootary.com\\\/des-algorithmes-aux-modeles-dia-les-differences-et-utilisations\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/ootary.com\\\/wp-content\\\/uploads\\\/2024\\\/10\\\/john-schnobrich-FlPc9_VocJ4-unsplash-scaled.jpg\",\"articleSection\":[\"Transformation digitale\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/ootary.com\\\/des-algorithmes-aux-modeles-dia-les-differences-et-utilisations\\\/\",\"url\":\"https:\\\/\\\/ootary.com\\\/des-algorithmes-aux-modeles-dia-les-differences-et-utilisations\\\/\",\"name\":\"Des algorithmes aux mod\u00e8les d\u2019IA \u00a0: les diff\u00e9rences et utilisations - 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