{"id":16867,"date":"2025-06-17T08:51:37","date_gmt":"2025-06-17T06:51:37","guid":{"rendered":"https:\/\/www.aglatech14.com\/?p=16867"},"modified":"2025-06-09T08:51:37","modified_gmt":"2025-06-09T08:51:37","slug":"from-traditional-translation-to-ai-training","status":"publish","type":"post","link":"https:\/\/www.aglatech14.com\/en\/from-traditional-translation-to-ai-training\/","title":{"rendered":"From Traditional Translation to AI Training"},"content":{"rendered":"<p>The translation industry is undergoing a profound and rapid transformation. Until just a few years ago, translation was seen as a fairly linear process\u2014reading the source text, translating it, reviewing it, and delivering the final version. Today, however, the landscape is significantly broader and more dynamic.<\/p>\n<p>The introduction of Artificial Intelligence (AI) has opened entirely new scenarios, transforming both the role of the translator and the demands of the market. Translation is no longer just about converting words from one language to another: today, professionals actively contribute to the development of machine translation engines, evaluate translations generated by Large Language Models (<strong>LLMs<\/strong>), and provide feedback to improve them.<\/p>\n<p>Let&#8217;s explore together the evolution from traditional translation to AI training.<\/p>\n<h3>From Traditional Translation to the Training of AI-based Machine Translation Engines<\/h3>\n<p>Aglatech14 has been working for over 20 years in the field of linguistic services, offering highly specialized professional translations in legal, patent, technical, marketing, and scientific domains\u2014and beyond. In recent months, however, a new type of request has emerged and grown steadily: collaborating in the<strong> training of AI-based machine translation engines<\/strong>. It all started with a collaboration with a tech and IT giant, and today, many organizations are reaching out to us for these kinds of projects.<\/p>\n<p>This new activity presents exciting technical and linguistic challenges. It&#8217;s no longer just about fixing errors in machine-translated texts (so-called <em>post-editing<\/em>), but rather about playing a strategic role, <strong>providing critical evaluations and detailed feedback to help language models<\/strong> improve over time.<\/p>\n<h3>What\u2019s Different from Traditional Post-Editing?<\/h3>\n<p>To understand the evolution of the translator\u2019s role, it\u2019s important to draw a clear distinction. Traditional <em>post-editing<\/em>, as provided in our classic services, involves a human reviewer correcting machine-generated translations to ensure they are grammatically, syntactically, terminologically, and stylistically sound.<\/p>\n<p>This task is still very relevant and valuable\u2014especially for projects that require speed and terminological consistency. But what\u2019s happening in the AI field goes a step further.<\/p>\n<p>In <strong>language model training<\/strong>, the translator does not simply correct; they <strong>evaluate, segment, classify<\/strong>, and provide <strong>explanations and suggestions<\/strong> for improving the entire system. Key evaluation areas include:<\/p>\n<ul>\n<li><strong>Stylistic consistency<\/strong>;<\/li>\n<li><strong>Contextual relevance<\/strong>;<\/li>\n<li><strong>Fluency and coherence<\/strong>;<\/li>\n<li><strong>Correct use of specialized terminology<\/strong>.<\/li>\n<\/ul>\n<p>In other words, the translator becomes a strategic figure, acting as a <strong>trainer and evaluator of Artificial Intelligence<\/strong>.<\/p>\n<h3>What Skills Are Needed Today?<\/h3>\n<p>This evolving role requires new skills. In addition to deep knowledge of languages and subject matter expertise, today\u2019s translators need:<\/p>\n<ul>\n<li>An understanding of <strong>how AI and machine translation systems work<\/strong>;<\/li>\n<li>The ability to<strong> interact with linguistic evaluation interfaces<\/strong>;<\/li>\n<li><strong>An analytical mindset and a drive for continuous improvement<\/strong>;<\/li>\n<li>A keen sensitivity to <strong>linguistic and cultural nuances<\/strong>\u2014elements that AI models still struggle to grasp.<\/li>\n<\/ul>\n<p>Aglatech14 is preparing to tackle these new challenges with a team that is skilled, curious, and up-to-date. We strongly believe in this new horizon\u2014not to replace human work, but to <strong>collaborate actively with technology<\/strong> and guide it toward ever more satisfactory results.<\/p>\n<h3>AI as an Opportunity, Not a Threat<\/h3>\n<p>Some fear that AI might \u201csteal jobs\u201d from translators. We prefer a different perspective: <strong>AI as an ally<\/strong>. In a world where translation demands are growing exponentially and content is multiplying, AI-powered tools can be incredibly helpful for handling large volumes quickly.<\/p>\n<p>However, the real added value remains in the hands of the human professional\u2014in their ability to spot imperfections, apply stylistic judgment, and contextualize appropriately. Even when working with machines, <strong>people make the difference<\/strong>.<\/p>\n<p>We are once again facing a situation that the translation and localization industry encountered years ago with the advent of post-editing: the initial fear was strong, but that moment revealed the real potential of the technology. In a Darwinian view of the situation, Aglatech14 is ready to evolve once again, adapting to this new reality, confident that AI can further enhance the quality of our services.<\/p>\n<h3>What\u2019s Next?<\/h3>\n<p>This new direction has already yielded tangible results. Our LLM evaluation projects are growing, engaging expert linguists around the globe and reinforcing our role as a reliable partner in this emerging field.<\/p>\n<p>The language services industry is evolving\u2014and Aglatech14 evolves with it. We remain true to our mission\u2014ensuring quality, expertise, and attention to detail\u2014but we now express it in new, innovative ways, with our eyes always on the future.<\/p>\n<p>&nbsp;<\/p>\n<p><em>Aglatech14 ContenTalkers<\/em><\/p>\n<p><em>Edoardo Latini &#8211; Account &amp;\u00a0Project Manager<\/em><\/p>\n<p><em>Chiara Balletti \u2013 Marketing Team<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The translation industry is undergoing a profound and rapid transformation. Until just a few years ago, translation was seen as a fairly linear process\u2014reading the source text, translating it, reviewing it, and delivering the final version. Today, however, the landscape is significantly broader and more dynamic. The introduction of Artificial Intelligence (AI) has opened entirely [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":16863,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-16867","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-legal-translations"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>From traditional translation to AI training<\/title>\n<meta name=\"description\" content=\"From traditional translation to AI training and the evolution of the translator\u2019s role: welcome to the new era of translation!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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