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#Hausa #LLM, #AI, #NLP, #GenAI | Localization | Research | Annotation | App testing | Media Consulting | #L10n #ML #UX #UI | #Ajami #ɓɗƙƴ

Joined May 2014
Photo by Hausa Language Hub (@HausaTranslator)Photo by Hausa Language Hub (@HausaTranslator)Photo by Hausa Language Hub (@HausaTranslator)Photo by Hausa Language Hub (@HausaTranslator)Photo by Hausa Language Hub (@HausaTranslator)Photo by Hausa Language Hub (@HausaTranslator)Photo by Hausa Language Hub (@HausaTranslator)Photo by Hausa Language Hub (@HausaTranslator)Photo by Hausa Language Hub (@HausaTranslator)Photo by Hausa Language Hub (@HausaTranslator)
Hausa Language Hub retweeted
“inventing new words and meanings" This is one of the scariest things AI does for the Hausa language that few pay attention to. The problem didn’t only stop at creating unverified words, but also tampered with public data, which later hunts the AI itself down.
How and who should interrogate our language? For Hausa, the way AI chatbots are confidently re-rendering it by inventing new words and meanings, unnatural plural forms, breaking established rules and taboos to obey user queries may end up enacting unknown or reimagined realities.
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Congratulations Haruna @Kakangi01 on your appointment as @bbchausa Editor. All the best! – at İstanbul, Türkiye
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How and who should interrogate our language? For Hausa, the way AI chatbots are confidently re-rendering it by inventing new words and meanings, unnatural plural forms, breaking established rules and taboos to obey user queries may end up enacting unknown or reimagined realities.
It is interesting to put side by side how Chinua Achebe Achebe saw the English language and how James Baldwin did. Achebe writes in his 1965 essay "The African Writer and the English language": "Let no one be fooled by the fact that we may write in English, for we intend to do unheard of things with it." Baldwin in writing about how he stopped hating Shakespeare, wrote: "My quarrel with the English language has been that the language reflected none of my experience. But now I began to see the matter in quite another way. If the language was not my own, it might be the fault of the language; but it might also be my fault. Perhaps the language was not my own because I had never attempted to use it, had only learned to imitate it. If this were so, then it might be made to bear the burden of my experience if I could find the stamina to challenge it, and me, to such a test." The last line of this Baldwin quote, this challenge and test is mirrored in what Dambudzo Marechera wrote about English: "For a black writer the language is very racist; you have to have harrowing fights and hair-rising panga duals with the language before you can make it do all that you want it to do. It is so for feminists. English is very male. Hence feminist writers also adopt the same tactics. This may mean discarding grammar, throwing syntax out, subverting images from within, beating the drum and cymbals of rhythm, developing torture chambers of irony and sarcasm, gas ovens of limitless black resonance." For me, this way of approaching language is useful for a writer whether you are writing in a borrowed language or in your mother tongue. No language is neutral, or good, or even bad. Every language has baggage from culture(s), and history. An African language is not safer for use than a European language. Many African languages have the same kind of problems that English or any other colonial language does, and too often those problems hide in plain sight because those who use it have not interrogated the language enough. Often a language needs person originally excluded or marginalised by it, outsiders to show its deficiencies. English has the advantage of being used by many and so it has been beaten into a million shapes. In African languages like Hausa, you only need to look at the way non-Muslims have used the language to see how that has also challenged and tested the language. Anyway...
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Barkan mu da Ranar Hausa ta 2026! #RanarHausa #RanarHausa2026 #WorldHausaDay2026 – at İstanbul, Türkiye
🤖 Made with AI
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Amo Echo Amshi Chorus Busa Tune Diri Reverberation Fito Hoot Hargowa Pandemonium Haushi Bark Hayaniya Noise Ihu Scream Ƙara Shout Karaɗi Chatter Kuka Cry Kurari Roar Kururuwa Uproar Kuwwa Howl Kwakwazo Hullabaloo Ƙwalla kara Yell Rugugi Din Sauti Sound Shewa Cheers Tsawa Thunder
Admonition Jan-kunne Alarm Jan-hankali Alert Ankararwa Attention Lura Beware Hattara Caution Kashedi Caveat Kwan da sani Disclaimer Togaciya Exhortation Faɗakarwa Notice ​​Jiyarwa Notification Tambihi Precaution Kandagarki Reminder Tunatarwa Signal Ishara Warning Gargaɗi
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Admonition Jan-kunne Alarm Jan-hankali Alert Ankararwa Attention Lura Beware Hattara Caution Kashedi Caveat Kwan da sani Disclaimer Togaciya Exhortation Faɗakarwa Notice ​​Jiyarwa Notification Tambihi Precaution Kandagarki Reminder Tunatarwa Signal Ishara Warning Gargaɗi
SKIN DISEASES IN #HAUSA Amosani = Dandruff Borin jini = Allergy Bororo =Blister Cin-zanzana = Smallpox scar Farankamar biri = Monkeypox Janbaɗe = Abscess Kakkare = Whitlow Kaluluwa = Bubo Ƙazuwa = Scabies Kurkunu = Guinea worm Kuturta = Leprosy Mageduwa = Ainhum Makero = Ringworm
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SKIN DISEASES IN #HAUSA Amosani = Dandruff Borin jini = Allergy Bororo =Blister Cin-zanzana = Smallpox scar Farankamar biri = Monkeypox Janbaɗe = Abscess Kakkare = Whitlow Kaluluwa = Bubo Ƙazuwa = Scabies Kurkunu = Guinea worm Kuturta = Leprosy Mageduwa = Ainhum Makero = Ringworm
Administer Gudanar Be in charge Yi iko Command Umarci Conduct Aiwatar Control Sarrafa Direct Ba da umarni Govern Ja ragama Guide Yi jagora Lead Jagoranci Manage Sarrafa Oversee Kula da Preside Shugabanci Rule Mulki Run Tafiyar Shepherd Jagaba Steer Ja linzami Supervise Sa-ido
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Hausa Language Hub retweeted
Administer Gudanar Be in charge Yi iko Command Umarci Conduct Aiwatar Control Sarrafa Direct Ba da umarni Govern Ja ragama Guide Yi jagora Lead Jagoranci Manage Sarrafa Oversee Kula da Preside Shugabanci Rule Mulki Run Tafiyar Shepherd Jagaba Steer Ja linzami Supervise Sa-ido
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Administer Gudanar Be in charge Yi iko Command Umarci Conduct Aiwatar Control Sarrafa Direct Ba da umarni Govern Ja ragama Guide Yi jagora Lead Jagoranci Manage Sarrafa Oversee Kula da Preside Shugabanci Rule Mulki Run Tafiyar Shepherd Jagaba Steer Ja linzami Supervise Sa-ido
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Wanne ya fi fassara "Unlink the device" zuwa #Hausa? #Tambaya
33%Cire haɗin na'urar
44%Raba haɗin na'urar
22%Yanke haɗin na'urar
9 votes • Final results
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Hausa Language Hub retweeted
We have learned that even native language speakers need guidance on what data quality means and why it matters for AI models. This eventually comes down to understanding basic linguistics, that is, how to properly curate and validate datasets, and why accuracy is very critical for African language data. We have been working internally for months to design a well-structured curriculum, which has been reviewed by experienced linguistics and data curators in AfricanNLP. We can't go without saying a big thank you to @HausaTranslator and @aremuadeolajr for their huge contribution in reviewing this. It was a huge honour. So if this program interests you, kindly join our waitlist as we want to first kickoff a pilot within our community.
We're launching Tonative Data Academy, our AI Dataset Curation training program for African languages. We have a team of experienced data curators, who can teach you how to design and curate high-quality language datasets, covering data translation, validation, and localization. We offer three specialized tracks: 1. Native Speaker Track – For language speakers with no technical background in AI or datasets 2. Linguist Track – For linguistics graduates pivoting into NLP dataset curation 3. NLP Expert Track – For technical professionals who want to learn linguistics and data curation We will roll out the first cohort internally, to some members in our community. However, if this program interests you, kindly join our waitlist and we shall get back to you before we commence the next cohort, which is tentatively by April. Share your details using this link or by scanning the QR code: forms.gle/ir4QkcxrDhyf5r3y9 For further questions or inquiries, kindly email us at [email protected]
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A good read on Hausa aboriginal names.
This week, we move to less sexy essays. 😅 Perhaps slightly inspired by the current conversation on Twitter about precolonial Igbo names, I am looking at how Hausa culture has changed over time and how we see this in Hausa names and other traditions. Fewer and fewer Hausa people have Hausa names. By this I do not mean names spoken in Hausa, or names borne by Hausa-speaking Muslims, but names that arise from Hausa cultural logics themselves: names that register circumstance, season, bodily memory, family history, social position. What dominates public naming today are Arabic and Qur’anic names, treated as neutral, inevitable, even synonymous with Hausa identity. Ask many Hausa (Muslim) people what a “proper” Hausa name is and the answer often arrives already shaped by Islam. This is not ignorance. It is the outcome of a long process in which public legitimacy became religiously coded. This is why current conversations about Igbo names and Christianity are useful. When people talk about the spread of Chi-prefixed or Chi-suffixed names, they are, I think, pointing to a visible negotiation between indigenous naming systems and Christian theology. The older logic remains legible, even when transformed. In much of Hausaland, the negotiation has gone further. Islamic names did not simply join Hausa naming practices. They rose to dominate the public register. Other Hausa naming traditions retreated into nicknames, private speech, or corners of society where Islamic prestige has less reach. Consider a Hausa name like Bako, given to a boy born under conditions of strangeness or displacement, a name that quietly records the family’s situation at the moment of his arrival. Or Auta, given to a girl who arrives last, a name that fixes birth order into identity and treats family structure as knowledge. These names do not invoke heaven or scripture. They invoke time, circumstance, social memory. Today, such names are more likely to survive as nicknames or private family speech, while the name that appears on documents is far more likely to be Qur’anic. Or among non Muslim Hausa. Religion here operates as more than belief. It functions as infrastructure. Islam reorganised legitimacy: how marriages are validated, how adulthood is recognised, how seriousness is signalled, how respectability is performed. Naming follows prestige. Marriage follows law. Music and dance, always vulnerable because they involve bodies, pleasure, rhythm, public presence, become especially precarious under purist interpretations that frame them as distraction or sin. When dancing becomes suspect and music morally risky, whole aesthetic worlds lose their place in public life. (I made some allusions to this in my essays about kunya, and Bori). (In Salafi and related purist traditions, the claim is that music and dance are haram because they distract from remembrance of god and encourage moral corruption, especially desire, heedlessness, and gender mixing. This position is usually grounded in select hadith reports attributed to the prophet and early companions, combined with a literalist reading that treats most musical instruments and performative movement as bid‘a, even though other Islamic legal traditions have long disagreed.) This is also why, if you want to see Hausa cultural forms less governed by Islam’s public standards, you often find them more easily among non-Muslim Hausa, including communities described as Maguzawa. Scholars looking for older naming logics keep having to go where Islamic naming and moral policing are not the default prestige grammar. So, Hausa-speaking Christian communities can also show departures from Islamic authority, though Christianity comes with its own powerful naming habits and moral reforms, so the point is not purity. The point is visibility. (Just an aside: Every time I use "not x but y", which I have been using for two decades, I think of all the religious AI vigilantes who say aha: that is evidence of AI. Sorry o. We like parallelism here) My argument here goes beyond change. Change is ordinary. The issue is unchosen change, when people lose the language to describe what has shifted and therefore lose the ability to decide what to keep. When culture is mistaken for divine instruction, it becomes harder to recognise it as something humans made and can therefore examine, revise, resist. Names expose this loss of awareness because they sit at the intersection of intimacy and authority. They quietly record which sources of legitimacy a society now trusts. My Substack essay this week will focus on this question in greater detail, using Hausa names, marriage practices, music, and dance to examine how culture changes, what it hides when it does, and what it costs us when we stop noticing.
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Ƙarasa mana kirarin da ake wa waɗannan kayan abincin, da sunan garuruwan da ake yawan samun su: Agushi ɗan M_ _ _ _ Dankali ɗan J_ _ Lemu ɗan T_ _ _ Mangoro ɗan K_ _ _ Rake ɗan M_ _ _ _ _ _ Shinkafa 'yar K_ _ _ Tafarnuwa 'yar K_ _ _
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Hausa is world's 19th most spoken language, with 94 million speakers according to Ethnologue 2025 stats.
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Waƙar Illon Kalgo wadda ya waƙe fura da zalaƙar Hausar dauri. Taken waƙa "Gonar Bakura, Gonar Sardauna". *Daga Shafin Facebook na Mo Sani Aliyu #RanarHausa #RanarHausa2025 #WorldHausaDay #RanarHausaTaDuniya
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Wanne ya fi fassara "CCTV" zuwa Hausa? #tambaya
29%Ɗauka-ɗauka
7%Ɗauki-ɗauki
44%Ɗauki-ba-tsayawa
21%Ɗauɗauku
119 votes • Final results
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A 2015 study by the Acoustical Society of America suggested that languages that developed in lush forested areas —like Hawaiian— may be more vowel-heavy than languages from more open or mountainous regions, because trees interfere with the transmission of high frequency sounds.
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Hausa Language Hub retweeted
Millions of Africans are being excluded from the AI revolution as popular chatbots like ChatGPT fail to recognise or communicate in more than 2,000 African languages 🔗 trt.world/cymn
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