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@DovexAiLabs@huggingface Quality over quantity has always been the standard in serious research. We applied that same standard to our data.
XIMA-2122 is small. Every file in it is verified, consented, hashed, and clean. That is rarer than it sounds in African language NLP.
There is a difference between an AI that speaks your language and one that actually understands you.
Most African language AI today is built on scraped data. Audio pulled from YouTube, text copied from websites, synthetic outputs generated by other models. It is fast, cheap, and it shows. The models can produce grammatically correct Yoruba. But ask them something that requires cultural context, a proverb, a regional idiom, the way a Lagos market woman actually haggles, and they fall apart completely.
The problem is not the model. It is the data.
Culturally grounded data does not come from the internet. It comes from real people, recorded in real environments, speaking the way they actually speak, not the way a subtitle file thinks they speak. It comes from native speakers making judgment calls about what sounds right, what feels natural, and what a person from that community would actually say.
That is what we are building at Dovex AI. A pipeline where every voice is consented, every contributor is paid fairly in USD, and every dataset carries the cultural fingerprint of the community it came from.
The gap in African language AI is not a model problem. It is a data infrastructure problem. And we are fixing it from the ground up.
#DovexAIVoices #DovexAICommunity #AfricanAI #DataInfrastructure #NLP
The next billion AI users speak Yoruba, Igbo, Hausa, and Pidgin. The data infrastructure to serve them barely exists. We are building it. #DovexAIVoices#AfricanAI
An AI that speaks your language but doesn't understand your culture is just a very expensive autocorrect. We are fixing that from the ground up. #DovexAICommunity#AfricanAI
500+ Nigerians are teaching AI to understand their language. Not through scraping. Not through synthetic data. Through real voices, real consent, real pay in USD. This is how African AI should be built. #DovexAIVoices
There are languages spoken by tens of millions of people that AI cannot understand at all.
Not because the technology does not exist. Because nobody built the infrastructure to collect the data.
That is exactly what we are building at Dovex AI. African language data, sourced ethically, delivered at enterprise scale.
The work is underway.
🌍 https://t.co/X2LCOdAhdH | https://t.co/JiSn7HZMq1
#AfricanAI #DovexAI #AIData #LanguageTech #Nigeriantech
Africa has 2,000+ languages.
Less than 1% are understood by AI.
We're fixing that.
Dovex AI is building the infrastructure that connects African voices to global AI systems. Fully consented. Enterprise grade. Nigeria-built.
Early access is open. 🌍
https://t.co/X2LCOdAhdH
https://t.co/JiSn7HZMq1
#DovexAI #AfricanAI #AIData #NigerianTech #LanguageData #NLP