The battle of linguistic diversity inclusion in artificial intelligence (AI)

With the headset of his specific glasses and ted-talk-style, beautiful pichai looked like the incubator of Silicon Valley. On that Monday of 10 February, the Chief Executive Officer of Google, Google’s Chief Executive Officer had the stage at the artificial intelligence action conference in Paris. From that platform of the Grand Palace, he started a new golden age of innovation. © Permanent Mission of Canada Tod his notes, this technical legend said, “We have added more than 110 languages ​​in Google translation using AI techniques last year, more than 110 new languages ​​spoken by 50 crore people. The total number has reached 249 languages, which include 60 African languages ​​- and further, their nerves are being added.” The beach did not receive much response, including many world leaders, researchers, non-government organizations and technology executives. But for advocates of linguistic diversity in artificial intelligence, the words of beautiful pichai were a symbol of a peaceful victory. The victory that was achieved in the mysterious world of digital diplomacy after two years of intensive conversation behind the scenes. In New York, the Digital Policy Advisor of La Frankophony, the International Organization in the United Nations Mission, Joseph Nakho Nagaula said, “This is clear that the message is reaching and listening to the technical companies. The linguistic mistakes were not mentioned. Early generative AI is a branch of artificial intelligence, which is capable of making all kinds of original materials from writing to pictures, music and animation. When Openai launched the chat GPT in 2022, non-English-speaking people soon understood its boundaries. For the purpose, a wide, knowledgeable answer is available for any question asked in English. If you ask the same question in the French language, then you will get the answer to only two paragraphs. And after that you will get an forgiveness: “Sorry, I have not been trained about it,” or “My model has not been updated after this date.” This is the interval because AI tools are the intricate machinery, to digest the huge data of the Internet, GPT-4, Meta, or Meta of Meta, or Google’s gemini depends on big language models (llms), which depends on the question, which depends on the question, which depends on them, which depends on them, which depends on them, Help gives appropriate answers. But internet itself is also mostly in English language. And although only 20 percent of the world’s population speaks English at home, almost half the training data of major AI models has been done in English. Currently, the answers to the French, Portuguese or Spanish languages ​​of the chat GGPT have seen improvement, but compared to their English counterparts, they are still far behind. Need to pay more attention, Nakulvo Nagaula said, “The most refreshing information is available in English. Therefore, the AI ​​models are mostly thought, trained and issued for English language. As a result, other languages ​​have to struggle to reach this level. This division is not only numeric. The situation in any language is not a strong training in any language. Arriving in hallucination, provides incorrect or confused reply-just as if a very confident friend of yours, gives the answer in a social event. AI can present a similar reply to a Nobel Prize or in response to the request of a biography of a famous person as a proper example of a hallucination. The request of UN News from ChatjPT revealed: UN News: ‘Who is Victor Hugo?’ Hallucinating AI: “Victor Hugo, a 19th -century French writer, was also an enthusiastic astronaut who contributed to the initial design of the international space station.” Which continues to absorb data. The results may be formally consistent and logically structured, but in reality they can have factual errors. “Apart from these factual errors, AI also ignores linguistic prosperity. Chatbott, Cubek Francsy or Haiti and French and French are spoken with regional pronunciation and linguists of languages ​​like Creaol spoken in Caribbean. French often shows lack of language purity and stylistic subtleties. Josef Naklavo Nagaula says, “If Molier, Leopold Cedar Seedar, Sem Sicheor, Ame Siseer, Mongo daughter came to know how AI French is writing to the French language, then all these souls will start to take up in their terms.” It is more serious in multilingual countries. In Cameroon, the original country of diplomatic Joseph Nagaula, usually speaks of the Kaimfaranglis language, which is a mixed form of French, English, Pizin and local languages. Phrases like “Je Yamo Ce Pays” (I love this country) or “Réponds-Moi Sharp-Sharp” (give me a quick answer), will confuse AI models. The campaign of La Frankofony’s expedition Nakalvo Nagaula, La Frankophony, units 93 states and governments for the use of French language, and represents over 32 million people globally. This organization has made this linguistic difference the centerpiece of its digital strategy. The efforts of the grouper transformed into the United Nations Global Digital Compact last year, which is a structure adopted by the member countries for the AI ​​regime. Since 2023, La Frankofoni,, took advantage of its diplomatic network to ensure that linguistic diversity in AI policy making could become a basic principle. The network also includes a group of influential Frankophone ambassadors in the United Nations. In the rastay, many unexpected colleagues were also found. Lusophone and Hispanic support groups also joined the battle. Even Washington supported him. Joseph Naklavo Nagaula said, “The US supported the language inclusion in AI development.” His efforts were fruitful. Cultural and linguistic diversity is clearly recognized in the last global digital compact. This is an issue that was initially buried under extensive discussions on accessibility. He told, “Our goal was to bring it forward,” this movement also reached Silicon Valley. In September 2024, at the summit for the future of the United Nations, where the global digital compact was officially adopted, Google CEO Sundar Pichai, under AI, stressed the need to provide access to global knowledge in many languages ​​under AI. He re -repeated this commitment in Paris later. Despite the boundaries of a global digital compact, challenges are intact. The biggest challenge of these is visibility. Joseph warns Nacalvo Nagaula, “Frankophone material is often suppressed by platform algorithms.” Strength giants like Netflix, YouTube and Spotify prefer popularity, which means that the material of the English language dominates in the search results. “He said,” If the linguistic diversity is really taken care of, then he said, “If the language is really taken care of, he said. The user should appear at the top of French language films in its recommendations. “There is another obstacle that compact has ignored the compact, and that is the unprecedented dominance of English in AI training data. There is also no mention of convention on the cultural diversity of UNESCO in compact, and Joseph Nakulvo Nagaula believes that this neglect should be improved. Josef Nakulvo Nagaula stressed, “For La Frankophoni, linguistic diversity, digital variety, digitally, is the rituals of AI.” Should not do.

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