{"id":74331,"date":"2025-08-20T12:35:15","date_gmt":"2025-08-20T12:35:15","guid":{"rendered":"https:\/\/clearglobal.org\/?p=74331"},"modified":"2025-08-21T07:57:42","modified_gmt":"2025-08-21T07:57:42","slug":"our-impact-on-language-ai-a-strategic-evaluation-and-insight-for-the-road-ahead","status":"publish","type":"post","link":"https:\/\/clearglobal.org\/our-impact-on-language-ai-a-strategic-evaluation-and-insight-for-the-road-ahead\/","title":{"rendered":"Our impact on language AI: a strategic evaluation and insight for the road ahead"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"74331\" class=\"elementor elementor-74331\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4e20b2c e-flex e-con-boxed e-con e-parent\" data-id=\"4e20b2c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-11d6a29 elementor-widget elementor-widget-text-editor\" data-id=\"11d6a29\" 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><span style=\"font-weight: 400;\">Access to technology still depends on the language a person speaks. While voice assistants, transcription tools, and text-to-speech systems are becoming common in major global languages, millions of people who speak marginalized or low-resource languages remain excluded.<\/span><\/p><p><span style=\"font-weight: 400;\">To better understand CLEAR Global\u2019s impact as an organization focused on low-resource language technology, and to guide our future direction, in June 2025 we commissioned an independent evaluation of our language technology efforts.<\/span><\/p><h5><span style=\"color: #143878;\"><b>Key findings<\/b><\/span><\/h5><p><span style=\"font-weight: 400;\">The evaluation provided valuable, practical insights, recognizing CLEAR Global\u2019s strengths while identifying areas for sharper focus.<\/span><\/p><h4><span style=\"color: #e8991c;\">What CLEAR Global is doing well<\/span><\/h4><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>High-quality language data collection:<\/b><span style=\"font-weight: 400;\"> CLEAR Global\u2019s ability to collect, curate, and release reliable language datasets for under-resourced languages is widely recognized, with partners like Digital Umuganda highlighting the difference our tools make.\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Global reach and trusted brand:<\/b><span style=\"font-weight: 400;\"> with more than 100,000 linguists connected to the TWB (Translators without Borders) Platform, CLEAR Global has an exceptional global network and reputation that helps us drive complex, multi-partner, and multi-language projects.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Project management and coordination:<\/b><span style=\"font-weight: 400;\"> the team excels in securing funding and organizing effective collaborations, ensuring language technology projects come to fruition.\u00a0<\/span><\/li><\/ul><h4><span style=\"color: #e8991c;\">Where CLEAR Global needs to refocus<\/span><\/h4><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Leveraging industry-standard models <\/b><span style=\"font-weight: 400;\">for training, while contributing high-quality datasets from CLEAR Global to fine-tune and enhance their performance.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Concentrate technical capacity on core competencies:<\/b><span style=\"font-weight: 400;\"> taking on areas like app development, model training, and server hosting has spread resources thin and distracted the teams from core strengths.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Think about sustainability ahead of development:<\/b><span style=\"font-weight: 400;\"> many technology projects have ended after the pilot phase, often due to funding priorities and limited pathways for handover to local partners.<\/span><\/li><\/ul><h4><span style=\"color: #e8991c;\"><b>Strategic direction<\/b><\/span><\/h4><p><span style=\"font-weight: 400;\">The evaluation has helped clarify the next steps. CLEAR Global will focus on where we add the most unique value while building partnerships where others excel.<\/span><\/p><h5><span style=\"color: #143878;\"><b>Priorities moving forward<\/b><\/span><\/h5><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data leadership:<\/b><span style=\"font-weight: 400;\"> we will double down on producing high-quality, open, ethical, and well-documented datasets for low-resource languages, optimized for platforms like Hugging Face.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Expanding TWB Voice:<\/b><span style=\"font-weight: 400;\"> by making our data collection tool, TWB Voice, available to external organizational partners or local communities, offering tools needed to engage their communities and activities, we provide an opportunity for others to autonomously collect data and develop their own language AI.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Empowering the TWB Community:<\/b><span style=\"font-weight: 400;\"> CLEAR Global will aim to provide communities with more opportunities to engage in language AI development through tasks such as evaluation, rating, and validation. These activities are essential to ensuring that AI tools are inclusive, fair, and representative of marginalized language speakers.<\/span><\/li><\/ul><h5><span style=\"color: #143878;\"><b>Why it matters<\/b><\/span><\/h5><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">As AI and language technology advance, there\u2019s a real risk that communities speaking under-resourced languages will be left behind. Many of the world\u2019s most widely used models simply don\u2019t serve these languages well or at all.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">CLEAR Global has a unique role to play not by competing with major tech companies but by providing the essential data, expertise, and community engagement needed to build inclusive, ethical, impactful language technologies.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">By focusing on our strengths and working in partnership with organizations that can scale solutions, we help ensure that everyone, regardless of language, can be part of global conversations.<\/span><p>\u00a0<\/p><\/li><\/ul><h4><span style=\"color: #e8991c;\"><b>The opportunity ahead<\/b><\/span><\/h4><p><span style=\"font-weight: 400;\">This strategic realignment positions us to solidify our role as a global leader in data for low-resource language technology, while driving new partnerships with academic institutions, social impact actors, and technology companies. It will open doors to new funding streams that prioritize ethical AI and inclusion, and it will reinvigorate our linguist community by providing meaningful, empowering, and ongoing opportunities to collaborate and contribute.<\/span><\/p><p><span style=\"font-weight: 400;\">This evaluation affirms that we are progressing toward our intended goals. CLEAR Global\u2019s greatest impact lies in leveraging our global community and expertise in data collection to help close the language technology gap.<\/span><\/p><p><span style=\"font-weight: 400;\">With a focused strategy, strong partnerships, and an empowered linguist community, we can help make language technology work for everyone, in every language.<\/span><\/p><p><b>Together, we can build a future where every language and every voice are heard.<\/b><\/p><p><span style=\"font-weight: 400;\">For partnerships or more information, contact us at <\/span><a href=\"mailto:info@clearglobal.org\"><span style=\"font-weight: 400;\">info@clearglobal.org<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/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>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Access to technology still depends on the language a person speaks. While voice assistants, transcription tools, and text-to-speech systems are becoming common in major [&hellip;]<\/p>\n","protected":false},"author":47,"featured_media":74337,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[1],"tags":[400,412,441,399,402],"class_list":["post-74331","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-access-to-information","tag-digital-inclusion","tag-language-ai","tag-language-technology","tag-translation"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Our impact on language AI: a strategic evaluation and insight for the road ahead - CLEAR Global<\/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:\/\/clearglobal.org\/our-impact-on-language-ai-a-strategic-evaluation-and-insight-for-the-road-ahead\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Our impact on language AI: a strategic evaluation and insight for the road ahead - CLEAR Global\" \/>\n<meta property=\"og:description\" content=\"Access to technology still depends on the language a person speaks. 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