{"id":156997,"date":"2024-12-12T01:57:30","date_gmt":"2024-12-11T15:57:30","guid":{"rendered":"https:\/\/developingtelecoms.com\/telecom-technology\/enterprise-ecosystems\/17740-localising-llms-ai-innovation-in-low-resource-languages.html"},"modified":"2024-12-12T01:57:30","modified_gmt":"2024-12-11T15:57:30","slug":"localising-llms-ai-innovation-in-low-resource-languages","status":"publish","type":"post","link":"https:\/\/www.vibewire.com.au\/?p=156997","title":{"rendered":"Localising LLMs \u2013 AI innovation in low resource languages"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/developingtelecoms.com\/images\/stories\/Places\/Kazakhstan_Astana_600.jpg\" \/><\/p>\n<p>The integration of AI presents as many challenges to operators as it does opportunities. We recently explored how telcos are ensuring an ethical approach to AI in terms of corporate governance, and how they are able to demonstrate this through assurance models and tools.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The integration of AI presents as many challenges to operators as it does opportunities. We recently explored how telcos are ensuring an ethical approach to AI in terms of corporate governance, and how they are able to demonstrate this through assuranc&#8230;<\/p>\n","protected":false},"author":13,"featured_media":1,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[5236],"tags":[],"class_list":["post-156997","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-enterprise-ecosystems"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO Pro 4.9.8 - aioseo.com -->\n\t<meta name=\"description\" content=\"The integration of AI presents as many challenges to operators as it does opportunities. We recently explored how telcos are ensuring an ethical approach to AI in terms of corporate governance, and how they are able to demonstrate this through assuranc...\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Guest authors\"\/>\n\t<meta name=\"google-site-verification\" content=\"1EIWGZ5FoylKQrO3pqls-2hXlDXKIP1lffdWZCVV0V4\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/www.vibewire.com.au\/?p=156997\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO Pro (AIOSEO) 4.9.8\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"VibeWire Magazine - Your Alternate News Source for Transport, Politics, UFO, Paranormal, Anything\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"Localising LLMs \u2013 AI innovation in low resource languages - VibeWire Magazine\" \/>\n\t\t<meta property=\"og:description\" content=\"The integration of AI presents as many challenges to operators as it does opportunities. We recently explored how telcos are ensuring an ethical approach to AI in terms of corporate governance, and how they are able to demonstrate this through assuranc...\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/www.vibewire.com.au\/?p=156997\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2024-12-11T15:57:30+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2024-12-11T15:57:30+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n\t\t<meta name=\"twitter:site\" content=\"@VibewireCentral\" \/>\n\t\t<meta name=\"twitter:title\" content=\"Localising LLMs \u2013 AI innovation in low resource languages - VibeWire Magazine\" \/>\n\t\t<meta name=\"twitter:description\" content=\"The integration of AI presents as many challenges to operators as it does opportunities. We recently explored how telcos are ensuring an ethical approach to AI in terms of corporate governance, and how they are able to demonstrate this through assuranc...\" \/>\n\t\t<meta name=\"twitter:creator\" content=\"@VibewireCentral\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"BlogPosting\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=156997#blogposting\",\"name\":\"Localising LLMs \\u2013 AI innovation in low resource languages - VibeWire Magazine\",\"headline\":\"Localising LLMs \\u2013 AI innovation in low resource languages\",\"author\":{\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?author=13#author\"},\"publisher\":{\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/#organization\"},\"image\":{\"@type\":\"ImageObject\",\"url\":1},\"datePublished\":\"2024-12-12T01:57:30+10:00\",\"dateModified\":\"2024-12-12T01:57:30+10:00\",\"inLanguage\":\"en-AU\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=156997#webpage\"},\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=156997#webpage\"},\"articleSection\":\"Enterprise Ecosystems\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=156997#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.vibewire.com.au\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?cat=5236#listItem\",\"name\":\"Enterprise Ecosystems\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?cat=5236#listItem\",\"position\":2,\"name\":\"Enterprise Ecosystems\",\"item\":\"https:\\\/\\\/www.vibewire.com.au\\\/?cat=5236\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=156997#listItem\",\"name\":\"Localising LLMs \\u2013 AI innovation in low resource languages\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au#listItem\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=156997#listItem\",\"position\":3,\"name\":\"Localising LLMs \\u2013 AI innovation in low resource languages\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?cat=5236#listItem\",\"name\":\"Enterprise Ecosystems\"}}]},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/#organization\",\"name\":\"VibreWire Online\",\"description\":\"Your Alternate News Source for Transport, Politics, UFO, Paranormal, Anything\",\"url\":\"https:\\\/\\\/www.vibewire.com.au\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/www.vibewire.com.au\\\/wp-content\\\/uploads\\\/2024\\\/02\\\/Screenshot-2024-01-07-at-2.32.21\\u202fpm.png\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=156997\\\/#organizationLogo\",\"width\":1028,\"height\":930},\"image\":{\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=156997\\\/#organizationLogo\"},\"sameAs\":[\"https:\\\/\\\/twitter.com\\\/VibewireCentral\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?author=13#author\",\"url\":\"https:\\\/\\\/www.vibewire.com.au\\\/?author=13\",\"name\":\"Guest authors\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=156997#authorImage\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/764687183b9d2913837d7b543a5b43684d46e7eef4e1a9af4821624eb2bebbc0?s=96&d=mm&r=g\",\"width\":96,\"height\":96,\"caption\":\"Guest authors\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=156997#webpage\",\"url\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=156997\",\"name\":\"Localising LLMs \\u2013 AI innovation in low resource languages - VibeWire Magazine\",\"description\":\"The integration of AI presents as many challenges to operators as it does opportunities. We recently explored how telcos are ensuring an ethical approach to AI in terms of corporate governance, and how they are able to demonstrate this through assuranc...\",\"inLanguage\":\"en-AU\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=156997#breadcrumblist\"},\"author\":{\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?author=13#author\"},\"creator\":{\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?author=13#author\"},\"image\":{\"@type\":\"ImageObject\",\"url\":1,\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=156997\\\/#mainImage\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=156997#mainImage\"},\"datePublished\":\"2024-12-12T01:57:30+10:00\",\"dateModified\":\"2024-12-12T01:57:30+10:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/#website\",\"url\":\"https:\\\/\\\/www.vibewire.com.au\\\/\",\"name\":\"VibreWire Online\",\"description\":\"Your Alternate News Source for Transport, Politics, UFO, Paranormal, Anything\",\"inLanguage\":\"en-AU\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/#organization\"}}]}\n\t\t<\/script>\n\t\t<!-- All in One SEO Pro -->\r\n\t\t<title>Localising LLMs \u2013 AI innovation in low resource languages - VibeWire Magazine<\/title>\n\n","aioseo_head_json":{"title":"Localising LLMs \u2013 AI innovation in low resource languages - VibeWire Magazine","description":"The integration of AI presents as many challenges to operators as it does opportunities. We recently explored how telcos are ensuring an ethical approach to AI in terms of corporate governance, and how they are able to demonstrate this through assuranc...","canonical_url":"https:\/\/www.vibewire.com.au\/?p=156997","robots":"max-image-preview:large","keywords":"","webmasterTools":{"google-site-verification":"1EIWGZ5FoylKQrO3pqls-2hXlDXKIP1lffdWZCVV0V4","miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"BlogPosting","@id":"https:\/\/www.vibewire.com.au\/?p=156997#blogposting","name":"Localising LLMs \u2013 AI innovation in low resource languages - VibeWire Magazine","headline":"Localising LLMs \u2013 AI innovation in low resource languages","author":{"@id":"https:\/\/www.vibewire.com.au\/?author=13#author"},"publisher":{"@id":"https:\/\/www.vibewire.com.au\/#organization"},"image":{"@type":"ImageObject","url":1},"datePublished":"2024-12-12T01:57:30+10:00","dateModified":"2024-12-12T01:57:30+10:00","inLanguage":"en-AU","mainEntityOfPage":{"@id":"https:\/\/www.vibewire.com.au\/?p=156997#webpage"},"isPartOf":{"@id":"https:\/\/www.vibewire.com.au\/?p=156997#webpage"},"articleSection":"Enterprise Ecosystems"},{"@type":"BreadcrumbList","@id":"https:\/\/www.vibewire.com.au\/?p=156997#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/www.vibewire.com.au#listItem","position":1,"name":"Home","item":"https:\/\/www.vibewire.com.au","nextItem":{"@type":"ListItem","@id":"https:\/\/www.vibewire.com.au\/?cat=5236#listItem","name":"Enterprise Ecosystems"}},{"@type":"ListItem","@id":"https:\/\/www.vibewire.com.au\/?cat=5236#listItem","position":2,"name":"Enterprise Ecosystems","item":"https:\/\/www.vibewire.com.au\/?cat=5236","nextItem":{"@type":"ListItem","@id":"https:\/\/www.vibewire.com.au\/?p=156997#listItem","name":"Localising LLMs \u2013 AI innovation in low resource languages"},"previousItem":{"@type":"ListItem","@id":"https:\/\/www.vibewire.com.au#listItem","name":"Home"}},{"@type":"ListItem","@id":"https:\/\/www.vibewire.com.au\/?p=156997#listItem","position":3,"name":"Localising LLMs \u2013 AI innovation in low resource languages","previousItem":{"@type":"ListItem","@id":"https:\/\/www.vibewire.com.au\/?cat=5236#listItem","name":"Enterprise Ecosystems"}}]},{"@type":"Organization","@id":"https:\/\/www.vibewire.com.au\/#organization","name":"VibreWire Online","description":"Your Alternate News Source for Transport, Politics, UFO, Paranormal, Anything","url":"https:\/\/www.vibewire.com.au\/","logo":{"@type":"ImageObject","url":"https:\/\/www.vibewire.com.au\/wp-content\/uploads\/2024\/02\/Screenshot-2024-01-07-at-2.32.21\u202fpm.png","@id":"https:\/\/www.vibewire.com.au\/?p=156997\/#organizationLogo","width":1028,"height":930},"image":{"@id":"https:\/\/www.vibewire.com.au\/?p=156997\/#organizationLogo"},"sameAs":["https:\/\/twitter.com\/VibewireCentral"]},{"@type":"Person","@id":"https:\/\/www.vibewire.com.au\/?author=13#author","url":"https:\/\/www.vibewire.com.au\/?author=13","name":"Guest authors","image":{"@type":"ImageObject","@id":"https:\/\/www.vibewire.com.au\/?p=156997#authorImage","url":"https:\/\/secure.gravatar.com\/avatar\/764687183b9d2913837d7b543a5b43684d46e7eef4e1a9af4821624eb2bebbc0?s=96&d=mm&r=g","width":96,"height":96,"caption":"Guest authors"}},{"@type":"WebPage","@id":"https:\/\/www.vibewire.com.au\/?p=156997#webpage","url":"https:\/\/www.vibewire.com.au\/?p=156997","name":"Localising LLMs \u2013 AI innovation in low resource languages - VibeWire Magazine","description":"The integration of AI presents as many challenges to operators as it does opportunities. We recently explored how telcos are ensuring an ethical approach to AI in terms of corporate governance, and how they are able to demonstrate this through assuranc...","inLanguage":"en-AU","isPartOf":{"@id":"https:\/\/www.vibewire.com.au\/#website"},"breadcrumb":{"@id":"https:\/\/www.vibewire.com.au\/?p=156997#breadcrumblist"},"author":{"@id":"https:\/\/www.vibewire.com.au\/?author=13#author"},"creator":{"@id":"https:\/\/www.vibewire.com.au\/?author=13#author"},"image":{"@type":"ImageObject","url":1,"@id":"https:\/\/www.vibewire.com.au\/?p=156997\/#mainImage"},"primaryImageOfPage":{"@id":"https:\/\/www.vibewire.com.au\/?p=156997#mainImage"},"datePublished":"2024-12-12T01:57:30+10:00","dateModified":"2024-12-12T01:57:30+10:00"},{"@type":"WebSite","@id":"https:\/\/www.vibewire.com.au\/#website","url":"https:\/\/www.vibewire.com.au\/","name":"VibreWire Online","description":"Your Alternate News Source for Transport, Politics, UFO, Paranormal, Anything","inLanguage":"en-AU","publisher":{"@id":"https:\/\/www.vibewire.com.au\/#organization"}}]},"og:locale":"en_US","og:site_name":"VibeWire Magazine - Your Alternate News Source for Transport, Politics, UFO, Paranormal, Anything","og:type":"article","og:title":"Localising LLMs \u2013 AI innovation in low resource languages - VibeWire Magazine","og:description":"The integration of AI presents as many challenges to operators as it does opportunities. We recently explored how telcos are ensuring an ethical approach to AI in terms of corporate governance, and how they are able to demonstrate this through assuranc...","og:url":"https:\/\/www.vibewire.com.au\/?p=156997","article:published_time":"2024-12-11T15:57:30+00:00","article:modified_time":"2024-12-11T15:57:30+00:00","twitter:card":"summary_large_image","twitter:site":"@VibewireCentral","twitter:title":"Localising LLMs \u2013 AI innovation in low resource languages - VibeWire Magazine","twitter:description":"The integration of AI presents as many challenges to operators as it does opportunities. We recently explored how telcos are ensuring an ethical approach to AI in terms of corporate governance, and how they are able to demonstrate this through assuranc...","twitter:creator":"@VibewireCentral"},"aioseo_meta_data":{"post_id":"156997","title":null,"description":null,"keywords":null,"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"","isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"local_seo":null,"seo_analyzer_scan_date":"2025-09-02 02:44:58","breadcrumb_settings":null,"limit_modified_date":false,"open_ai":null,"ai":null,"created":"2025-09-02 02:44:58","updated":"2025-09-02 02:44:58"},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t<a href=\"https:\/\/www.vibewire.com.au\" title=\"Home\">Home<\/a>\n<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t<a href=\"https:\/\/www.vibewire.com.au\/?cat=5236\" title=\"Enterprise Ecosystems\">Enterprise Ecosystems<\/a>\n<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\tLocalising LLMs \u2013 AI innovation in low resource languages\n<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/www.vibewire.com.au"},{"label":"Enterprise Ecosystems","link":"https:\/\/www.vibewire.com.au\/?cat=5236"},{"label":"Localising LLMs \u2013 AI innovation in low resource languages","link":"https:\/\/www.vibewire.com.au\/?p=156997"}],"_links":{"self":[{"href":"https:\/\/www.vibewire.com.au\/index.php?rest_route=\/wp\/v2\/posts\/156997","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.vibewire.com.au\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.vibewire.com.au\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.vibewire.com.au\/index.php?rest_route=\/wp\/v2\/users\/13"}],"replies":[{"embeddable":true,"href":"https:\/\/www.vibewire.com.au\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=156997"}],"version-history":[{"count":1,"href":"https:\/\/www.vibewire.com.au\/index.php?rest_route=\/wp\/v2\/posts\/156997\/revisions"}],"predecessor-version":[{"id":156998,"href":"https:\/\/www.vibewire.com.au\/index.php?rest_route=\/wp\/v2\/posts\/156997\/revisions\/156998"}],"wp:attachment":[{"href":"https:\/\/www.vibewire.com.au\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=156997"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.vibewire.com.au\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=156997"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.vibewire.com.au\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=156997"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}