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It’s Figure-It Friday 🧩✨ What if raising a concern was as simple as speaking in your own language? Bimla is helping her mother discover a voice-first public service platform powered by multilingual AI. Citizens can submit their grievances using natural voice or text in any of India's 22 scheduled languages, without navigating complex forms or needing to identify the correct government department. The platform understands the issue, asks relevant follow-up questions, assists with categorization, and helps connect citizens to the appropriate government office. By making public services more accessible through voice and language technology, it helps bridge language, literacy, and digital access barriers for citizens across the country. ✨ Can you guess which initiative Bimla is exploring today? 👀👇 Hint: AI-powered multilingual platform enabling citizens to register and track public grievances using voice and text. #FigureItFriday #BHASHINI #DARPG #LanguageAI #VoiceFirst #DigitalIndia #CitizenServices #InclusiveAI #MultilingualIndia #PublicServices @GoI_MeitY @narendramodi @PMOIndia @AshwiniVaishnaw @JitinPrasada @SecretaryMEITY @amitabhnag @spalsi @_DigitalIndia @DPIITGoI @OfficialINDIAai @mygovindia @RajbhashaVibhag @HMOIndia @AmitShah @Zoho @amitabhk87 @OfficialINDIAai @startupindia @NICMeity @ndtv @republic @DDNational @EconomicTimesAI @EconomicTimes @PIB_India @ETNOWlive @DrJitendraSingh @DARPG_GoI @ANI @CNBCTV18News
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👉 youtu.be/cWFfNVoRiH0 At #SlatorCon London 2026, we caught up with @gabrielfairman to discuss @getwxrks' evolution from a traditional TMS to an #AI-powered language operations 🤖🚀 platform, its recent rebrand, and why #localization leaders must embrace change in an era of AI-driven disruption ⚡ Watch the full interview below 👇 #Translation #LanguageAI #SlatorConLondon
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👉 youtu.be/zxVB1a3plGI 🚀 What’s next for #AI #translation? At #SlatorCon London 2026, @florianfas interviews John Tinsley, VP of AI Solutions at @Translation, on generative AI, multimodal language tech, and why proprietary AI may be the key differentiator in the years ahead. Watch the full interview below 👇 #AITranslation #LanguageAI #GenAI #Localization #SlatorConLondon
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We are still treating language inclusion as a data scarcity problem, when in reality it is becoming an optimization problem. A recent research in Source-Grounded Semantic Reinforcement Learning for Low-Resource Target-Language Generation shows that we don’t always need perfectly balanced multilingual datasets to improve performance in under-resourced languages. Instead, models can learn from abundant source-language data by using reinforcement learning signals that preserve semantic meaning across languages, significantly improving generation quality without requiring large parallel corpora. What this really tells us is simple but uncomfortable: progress in African and low-resource languages will not come from waiting for perfect datasets. It will come from better methods of using the data we already have. For us, this reinforces a core direction, building systems that don’t depend on data abundance, but on intelligent transfer, structured learning, and context-aware design. That is how we move from exclusion by default to inclusion by design. Read the full paper >> arxiv.org/abs/2605.29502 @PKU1898 @HIT_1920 @antgroup_ @sjtu1896 @SCUT1918 @wentaozhang8 @junzhouNO1 @xiaoluyang @longfeizheng3 @zhangkaixu #EqualyzAI #LanguageAI #LowResourceLanguages #AfricanLanguages #NLP #AIResearch #SovereignAI #DigitalInclusion #EqualyzAI #MachineLearning #MultilingualAI
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Nearly 30% of enterprise localization leaders say they can't find an end-to-end language platform that fits their needs. As AI makes building software easier, more organizations are considering custom solutions. But the challenge isn't building. It's sustaining. When should you build, buy, or build on top? 🔗 zurl.co/1T7IK #Localization #LanguageTechnology #LanguageAI
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🇮🇳 Proud to represent Anuvadini AI at the #Inc42AISummit2026, India's largest invite-only AI gathering, alongside 600 founders, innovators, and business leaders in Bengaluru. At a time when the world is talking about AI, we're building AI that speaks India's languages. 🔹 150 Cr pages translated 🔹 700 NCERT books enabled 🔹 2,000 hours of multilingual video processed 🔹 22 Indian languages 89 foreign languages supported Developed under AICTE, Ministry of Education, Government of India, Anuvadini AI is powering multilingual communication across education, healthcare, judiciary, defence, and enterprise ecosystems. India's linguistic diversity isn't a challenge; it's an opportunity. Multilingual AI is not a feature. It's the foundation for truly inclusive technology. Thank you, @Inc42, for the platform and everyone who joined the conversation. @buddhabjp #AnuvadiniAI #AIForIndia #MultilingualAI #GenerativeAI #ArtificialIntelligence #LanguageAI #DigitalIndia #BharatAI #AIInnovation #MadeInIndia #TechIndia #AIStartup #AIProducts #LanguageTechnology #InclusiveAI
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In Yoruba, they say "Díẹ̀díẹ̀ ni ẹyẹ ń kọ́ ilé e" In Swahili, "Haba na haba hujaza kibaba." In Wolof, "Ndank ndank moy japp golo ci ñaay." Different languages. Different cultures, yet they all carry the same wisdom: Great things are built one small step at a time. This truth has guided generations across Africa, long before the digital age. Today, it reminds us that every recording, every dataset, every language resource, and every voice contribution matter. The future of African AI won't be built overnight, it will be built little by little, language by language, community by community. At @ai_equal, we're committed to preserving not just African languages, but the wisdom, identity, and knowledge they carry, because when we protect our languages, we protect the ideas that have shaped us for generations. @AfriLanguages @languageexperts @DigiAfricanLang @AustraliaAfric1 @AfricanLanguag4 @PanSALB @yoruba_proverbs @PotatoesNews @LearnWolof @Woloftutor @SwahiliSa @TSLSwahili #MondayMotivation #OneWisdomManyLanguages #EqualyzAI #AfricanLanguages #LanguageAI #DigitalInclusion #VoiceAI #BuiltInAfrica
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DeepL is helping Shiga University's Graduate School of Education explore how AI can remove friction from education. For the second year running, a member of the DeepL team has delivered a guest lecture at the university, where teachers and students discussed how to bring AI translation into their own classrooms. DeepL has also been used at an international symposium hosted by the university, empowering participants to engage across language barriers. #EdTech #LanguageAI #AIinEducation #DeepLJapan
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From India to the world, building the future of Language AI. Digital India BHASHINI Division (DIBD), an Independent Business Division under DIC, a section 8 company of MeitY, Government of India, has signed an MoU with Kathmandu University, Nepal, to co-create a National Digital Infrastructure for a Voice First Language Translation Platform for Nepal. The partnership marks a significant international milestone for BHASHINI's open and interoperable Language AI ecosystem, taking India's vision of inclusive, multilingual digital transformation beyond its borders. By combining cutting-edge AI with Digital Public Infrastructure, the collaboration will support the development of Nepali language datasets, speech technologies, machine translation, multilingual conversational AI, and digital services designed around the languages people speak every day. At its core, this is about making technology accessible to everyone. It is about ensuring that language is never a barrier to accessing opportunities, public services, knowledge, or participation in the digital economy. As BHASHINI continues to power multilingual experiences across governance, education, innovation, and public service delivery, this partnership reinforces a larger vision: a world where technology speaks every language and every voice matters. India's Language AI stack is now helping shape multilingual digital futures beyond India. #BHASHINI #LanguageAI #DigitalPublicInfrastructure #DigitalIndia #MultilingualAI #VoiceFirst #IndiaNepal #AIForAll #DigitalInclusion #GovTech #DPI #LanguageTechnology @GoI_MeitY @narendramodi @PMOIndia @AshwiniVaishnaw @JitinPrasada @SecretaryMEITY @amitabhnag @spalsi @_DigitalIndia @DPIITGoI @OfficialINDIAai @mygovindia @RajbhashaVibhag @HMOIndia @AmitShah @Zoho @amitabhk87 @OfficialINDIAai @startupindia @NICMeity @ndtv @republic @DDNational @EconomicTimesAI @EconomicTimes @PIB_India @ETNOWlive @MoIB_Official @NeGD_GoI @DPIITGoI @DoC_GoI @CimGOI @DrSJaishankar @sjaishankaroffc @IndiaInNepal @MEAIndia
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AI is quietly moving in a different direction. Not bigger, Not louder, but smarter about language. We’re entering the era of lightweight language-aware systems, where intelligence is no longer concentrated in massive models, but distributed across small, efficient systems that understand how people actually speak. Instead of forcing every conversation into one global language layer, these systems detect the language first, route the request intelligently and respond using specialized small models built for the context It’s a shift from monolithic AI to modular, local, and language-sensitive intelligence. For regions like Africa, where thousands of languages coexist, and code-switching is the norm, this isn’t just technical progress. It’s alignment, because the future of AI here won’t be defined by size. It will be defined by understanding. Read more here: medium.com/@equalyz_ai/light… @africanlanguag5 @AfricanLanguag4 @AfricaConsults @africalanguage @AfricaAI_Summit @AfricaAi2025 @AISafari #EqualyzAI #LightweightAI #LanguageAI #AfricanAI #SLMs #SmallLanguageModels #AIInfrastructure #MultilingualAI #VoiceAI #AIForGood
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Proud to share that Anuvadini AI showcased its multilingual AI capabilities at the Inc42 AI Summit 2026, India’s largest invite-only AI gathering. As a Made-in-India multilingual AI platform under AICTE, Ministry of Education, Government of India, Anuvadini AI is enabling language access at scale across education, healthcare, judiciary, defence, and beyond. 🔹 150 Cr pages translated 🔹700 NCERT books 🔹 2,000 hours of multilingual video 🔹 22 Indian languages 🔹 89 foreign languages India’s linguistic diversity isn’t a barrier; it’s an opportunity. We're building AI for every language, every region, and every citizen. @buddhabjp #AnuvadiniAI #Inc42AISummit2026 #AIForIndia #MultilingualAI #GenerativeAI #LanguageAI #MakeInIndia #DigitalIndia #AICTE #MinistryOfEducation #BharatTech #IndianAI #AIInnovation
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What does sustainable AI look like in the Indian context? At GreenAI 2026, held on World Environment Day, Mr. Amitabh Nag, CEO, Bhashini, shared insights on building AI that is inclusive, resource efficient, and designed for real-world impact. From voice-first interfaces and language inclusion to frugal AI architectures that serve the last mile, his address highlighted the need for technology that is not only powerful, but purposeful. Swipe through for key takeaways from his address. #GreenAI2026 #WorldEnvironmentDay #SustainableAI #LanguageAI #DigitalInclusion #AIForIndia #FrugalAI @Greenaiservices @iiserkol @amitabhnag @kripa1983 @samitacharyya
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A large-scale empirical study has completely re-evaluated how open-source models under 10 billion (<10B) parameters perform when augmented by structured agent workflows. By systematically testing small models across three distinct environments as standalone base models, as single agents equipped with external tools, and within collaborative multiagent setups, the paper proves that strategic engineering can successfully bridge the reasoning and knowledge gaps typically found in smaller architectures, enabling them to match or exceed the utility of much larger systems. Read the full paper >> arxiv.org/pdf/2604.19299 @SocialS35299403 @Proximus_LU @SlimAI50kg @SLMSOLS @LANGUAGESAFRICA @AfricaAI_ @women_in_ai #EqualyzAI #LightweightAI #LanguageAI #AfricanAI #SLMs #SmallLanguageModels #AIInfrastructure #MultilingualAI #VoiceAI #AIForGood
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Researchers have uncovered a profound vulnerability in the safety alignment of frontier AI systems, showing how conversational prompts can bypass standard guardrails when executed in low-resource environments. By evaluating models like ChatGPT, Claude, DeepSeek, Gemini, and Grok across four African languages—Afrikaans, Kiswahili, isiXhosa, and isiZulu, This recent study, Multilingual Jailbreaking of LLMs Using Low-Resource Languages demonstrates that automated protections are largely blind to vulnerabilities in these idioms. When shifting from single questions to multi-turn dialogue, harmful response rates escalated dramatically, reaching up to 70.9% in Kiswahili and 78.2% in Afrikaans, proving that safety engineering remains deeply uneven across global languages. This study systematically isolates why massive commercial models fail to maintain uniform guardrails outside of English-centric datasets. This exposes the dangers of treating safety as a centralized, English-first feature. We believe that Sovereign AI requires localized accountability; a model cannot be considered safe if its guardrails only function in high-resource regions. By focusing on specialized, domain-aware Small Language Models (SLMs) built alongside community-led data practices, we can ensure that safety, alignment, and linguistic fidelity are co-engineered from day one. An AI system is only as safe as its performance in the languages of its users. Read full paper >> arxiv.org/abs/2605.18239 @DylanMarx @Marcel_dunaiski @StellenboschUni @Afrikaans @LANGUAGESAFRICA @womeninai_sa @AfricanExpo @AfricaAi2025 @AfriAIHackathon #AISafety #AfricanNLP #SovereignAI #EqualyzAI #LowResourceLanguages #LanguageAI #AIEthics #DigitalSovereignty
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