{"id":67,"date":"2025-06-24T04:24:20","date_gmt":"2025-06-24T04:24:20","guid":{"rendered":"https:\/\/www.gov2biz.ai\/wordpress\/?p=67"},"modified":"2025-07-24T20:05:46","modified_gmt":"2025-07-24T20:05:46","slug":"ai-translation-large-language-models-llms","status":"publish","type":"post","link":"https:\/\/www.gov2biz.ai\/blog\/ai-translation-large-language-models-llms\/","title":{"rendered":"Un Babel: How AI Could Make It Easier for Us to Talk to Each Other"},"content":{"rendered":"\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Unbabel  How AI Could Make It Easier for Us to Talk\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/sJu_EVFtLjw?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>Genesis 11:1-9 describes a time when all of humanity spoke a single language. Seeking to build a tower that reached the heavens, people united in their ambition. However, God saw their efforts as an act of defiance and responded by fragmenting their language, making communication impossible and scattering them across the earth.<\/p>\n\n\n\n<p>Whether interpreted as a literal event or a symbolic tale, the story captures a fundamental truth\u2014language can divide as much as it unites. With over 7,000 recognized languages in the world, this division is stark.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_75 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.gov2biz.ai\/blog\/ai-translation-large-language-models-llms\/#World_War_II\" >World War II<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.gov2biz.ai\/blog\/ai-translation-large-language-models-llms\/#As_a_Man_Thinketh\" >As a Man Thinketh<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.gov2biz.ai\/blog\/ai-translation-large-language-models-llms\/#AI_Could_Help\" >AI Could Help<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.gov2biz.ai\/blog\/ai-translation-large-language-models-llms\/#A_Future_Without_Language_Barriers\" >A Future Without Language Barriers<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"World_War_II\"><\/span>World War II<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><a href=\"https:\/\/en.wikipedia.org\/wiki\/Wasaburo_Oishi\">Wasaburo Oishi<\/a>, a Japanese-American meteorologist, wrote about the existence of the jet stream\u2014a fast-moving air current in the upper atmosphere. He published his findings in Esperanto, an international language, but few Western scientists and military leaders could read Esperanto, and his work was largely ignored.<\/p>\n\n\n\n<p>This had direct military consequences. During bombing missions in World War II, U.S. B-29 Superfortress bombers initially struggled with the unexpected high-altitude winds, causing their bombs to drift off target. U.S. aircraft had to risk staying within the range of surface-to-air defense systems, make additional fuel stops, and prolong the war and suffering on all sides.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"As_a_Man_Thinketh\"><\/span>As a Man Thinketh<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>People think in their first language and then translate their thoughts into the language they are using. This is the root cause of many faux pas, misunderstandings, and soured relationships.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.gov2biz.ai\/blog\/wp-content\/uploads\/2025\/06\/infographics-1024x576.png\" alt=\"Language Barriers\" class=\"wp-image-73\" srcset=\"https:\/\/www.gov2biz.ai\/blog\/wp-content\/uploads\/2025\/06\/infographics-1024x576.png 1024w, https:\/\/www.gov2biz.ai\/blog\/wp-content\/uploads\/2025\/06\/infographics-300x169.png 300w, https:\/\/www.gov2biz.ai\/blog\/wp-content\/uploads\/2025\/06\/infographics-768x432.png 768w, https:\/\/www.gov2biz.ai\/blog\/wp-content\/uploads\/2025\/06\/infographics.png 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>English is the most common language in the world, but most Asian languages do not use definite or indefinite articles (\u201cthe,\u201d \u201ca,\u201d \u201can\u201d). This makes it difficult for non-native English speakers to use them correctly.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>&#8220;A shooter was arrested&#8221; vs &#8220;The shooter was arrested&#8221;<\/em><\/p>\n<\/blockquote>\n\n\n\n<p>When we speak, our words don\u2019t have those squiggly red lines that indicate an error. The English sounds for \u201cW,\u201d &#8220;V,&#8221; and &#8220;B&#8221; are distinct, but in many other languages, they are interchangeable or overlap.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>&#8220;Give me your vote&#8221; vs &#8220;Give me your boat&#8221;<\/em><\/p>\n<\/blockquote>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>&#8220;My wallet was stolen&#8221; vs &#8220;My bullet was stolen&#8221;<\/em><\/p>\n<\/blockquote>\n\n\n\n<p>The sad fact is that we judge intelligence, trustworthiness, and aptitude based on how clearly someone speaks or writes. A less eloquent speaker often loses out to someone whose command of the language is stronger but whose thoughts are less insightful.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"AI_Could_Help\"><\/span>AI Could Help<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Artificial intelligence can bridge these gaps. Most <a href=\"https:\/\/www.gov2biz.ai\/blog\/suvs-sports-cars-motorbikes-llms-for-government\/\">large language models (LLMs)<\/a> can already assist in writing and rewriting text, and they will continue to improve at capturing essence and writing naturally.<\/p>\n\n\n\n<p>While most AI language models have been trained primarily in English, they are now learning to interpret and translate other languages with increasing accuracy.<\/p>\n\n\n\n<p>Agents will translate the same email into different languages for per recipients\u2019 preferred language without losing meaning, even for technical and jargon-laden content, in real-time. AI agents will also help people respond in a second language, rewriting their message in grammatically correct English, Spanish, or another language in real-time.<\/p>\n\n\n\n<p>In speech, real-time AI-powered translation will allow people to have conversations across languages. Wearable AI devices could let a traveler in Thailand speak to a tuk-tuk driver in their own language and still be understood by the driver in Thai. Business negotiations, medical consultations, and academic discussions will take place seamlessly between people who do not share a common language.<\/p>\n\n\n\n<p>AI might even help us decode the Vinca symbols, Rongorongo, the Indus script, and more; so we can learn more about ourselves.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"A_Future_Without_Language_Barriers\"><\/span>A Future Without Language Barriers<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>AI has the potential to reshape human communication. It could eliminate some of the linguistic disadvantages that have long shaped global discourse, making it easier for ideas to be shared and understood. It may even help uncover knowledge that has remained hidden behind language barriers for generations.<\/p>\n\n\n\n<p>For thousands of years, language has divided humanity. AI might not return us to a time when everyone spoke a single language, but it could bring us closer to a world where we can finally speak and be understood\u2014without barriers.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Genesis 11:1-9 describes a time when all of humanity spoke a single language. Seeking to build a tower that reached the heavens, people united in their ambition. However, God saw their efforts as an act of defiance and responded by fragmenting their language, making communication impossible and scattering them across the earth. Whether interpreted as [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":384,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[20,25],"class_list":["post-67","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-ai","tag-large-language-models-llms"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Un Babel: How AI Could Make It Easier for Us to Talk to Each Other - Blog - Gov2Biz.ai - AI for Governments<\/title>\n<meta name=\"description\" content=\"See how AI and Large Language Models (LLMs) break language barriers, translating speech and text in real-time to connect people globally.\" \/>\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.gov2biz.ai\/blog\/ai-translation-large-language-models-llms\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Un Babel: How AI Could Make It Easier for Us to Talk to Each Other - 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