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Meta’s AI Machine Translation Research Helps Break Language Barriers

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Meta has announced that it has built and open sourced ‘No Language Left Behind’ NLLB-200, a single AI model that is the first to translate across 200 different languages, including 55 African languages with state-of-the-art results.

Meta is using the modelling techniques and learnings from the project to improve and extend translations on Facebook, Instagram, and Wikipedia.

In an effort to develop high-quality machine translation capabilities for most of the world’s low-resource languages, this single AI model was designed with a focus on African languages. They are challenging from a machine translation perspective.

AI models require lots and lots of data to help them learn, and there’s not a lot of human translated training data for these languages. For example, there’s more than 20M people who speak and write in Luganda but examples of this written language are extremely difficult to find on the internet.

We worked with professional translators for each of these languages to develop a reliable benchmark which can automatically assess translation quality for many low-resource languages. We also work with professional translators to do human evaluation too, meaning people who speak the languages natively evaluate what the AI produced.

The reality is that a handful of languages dominate the web, so only a fraction of the world can access content and contribute to the web in their own language.

We want to change this by creating more inclusive machine translations systems – ones that unlock access to the web for the more than 4B people around the world that are currently excluded because they do not speak one of the few languages content is available in.

“It’s impressive how much AI is improving all of our services. We just open-sourced an AI model we built that can translate across 200 different languages — many of which aren’t supported by current translation systems.

“We call this project No Language Left Behind, and the AI modelling techniques we used are helping make high quality translations for languages spoken by billions of people around the world.

“To give a sense of the scale, the 200-language model has over 50 billion parameters, and we trained it using our new Research SuperCluster, which is one of the world’s fastest AI supercomputers.

“The advances here will enable more than 25 billion translations every day across our apps. Communicating across languages is one superpower that AI provides, but as we keep advancing our AI work it’s improving everything we do — from showing the most interesting content on Facebook and Instagram, to recommending more relevant ads, to keeping our services safe for everyone.,” said Meta CEO Mark Zuckerberg in a post on his Facebook profile.

Language is our culture, identity, and lifeline to the world. However, as high-quality translation tools don’t exist for hundreds of languages, billions of people today can’t access digital content or participate fully in conversations and communities online in their preferred or native languages. This is especially true for hundreds of millions of people who speak the many languages of Africa.

“Africa is a continent with very high linguistic diversity, and language barriers exist day to day. We are pleased to announce that 55 African languages will be included in this machine translation research, making it a major breakthrough for our continent,” Balkissa Ide Siddo, Public Policy Director for Africa said while speaking about the launch of the AI model.

“In the future, imagine visiting your favourite Facebook group, coming across a post in Igbo or Luganda, and being able to understand it in your own language with just a click of a button – that’s where we hope research like this leads us.

“Highly accurate translations in more languages could also help to spot harmful content and misinformation, protect election integrity, and curb instances of online sexual exploitation and human trafficking.”

While commenting on accessibility and inclusion in the pursuit of building an equitable metaverse, Ide Siddo added “At Meta, we are working today to ensure that as many people as possible will be able to access the new educational, social and economic opportunities that the next evolution of the internet will bring to future technology and an everyday living experience tomorrow.”

To confirm that the translations are high quality, Meta also created a new evaluation dataset, FLORES-200, and measured NLLB-200’s performance in each language. Results revealed that NLLB-200 exceeds the previous state of the art by an average of 44 percent.

Meta is also open-sourcing the NLLB-200 model and publishing a slew of research tools to enable other researchers to extend this work to more languages and build more inclusive technologies. Meta AI is also providing up to $200,000 of grants to non-profit organizations for real world applications for NLLB-200.

There are versions of Wikipedia in more than 300 languages, but most have far fewer articles than the 6+ million available in English. Following Meta’s partnership with the Wikimedia Foundation, the non-profit organization that hosts Wikipedia and other free knowledge projects, modelling techniques and learnings from the NLLB research are now also being applied to translation systems used by Wikipedia editors.

Using the Wikimedia Foundation’s Content Translation Tool, articles can now be easily translated in more than 20 low-resource languages (those that don’t have extensive datasets to train AI systems), including 10 that previously were not supported by any machine translation tools on the platform.


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Ugo Onwuaso is an ICT enthusiast. He believes technology should be used for general good. He holds a Master of Public Administration (MPA) degree from the Lagos state University. Dear Reader, Your support matters. But we believe that technology makes life more exciting and helps improve the lives of people around Nigeria and indeed the world. That is why, we have devoted our energy to independent reportage of technology and finance and how they affect lives. Our incisive and analytical view of how technology news affects the daily life help individuals and organizations make up their minds. Quality journalism costs money. Today, we're asking that you support us to do more. Kindly support our effort to deliver technology and finance journalism to everyone in the world. Donate as little as N1,000. Bank transfers can be made to: UBA Plc 1017156876 Communication Week Media Ltd

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Glo, Huawei, Communications Ministry Bring Digital Services to Abuja Village

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Telecommunications and digital services provider, Globacom, has partnered with the Federal Ministry of Communications, Innovation and Digital Economy and Huawei Nigerian Enterprises, to provide digital access to 7,000 remote communities in Nigeria with the commissioning of the pilot project in Isuanin Kura in Ibwa 2, Gwagwalada, on the outskirts of the Federal Capital Territory, Abuja on Wednesday.

The project, which is championed by the Ministry, will deliver 2G/3G/4G services, free public Wi-Fi access, digital healthcare and remote learning capabilities to the over 12,000 residents of the community.

Minister of Communications, Innovation and Digital Economy, Dr. Bosun Tijani, was full of commendation to Globacom and Huawei for supporting President Bola Tinubu’s commitment to addressing the connectivity crisis affecting more than 20 million Nigerians who currently lack basic telecommunication access in the country.

 

Said he: “If you bring out your phone in many communities, there is no network at all. This is costing the country significantly because people cannot access financial services, medical care, or education”, adding that this also poses governance challenges as disconnected areas are difficult to administer.

“Where you live should not determine your access to opportunity. We are using innovation to ensure every Nigerian, regardless of location, can thrive in the digital age”, the Minister added.

Globacom’s Group Chief Technical Director, Mr. Sanjib Roy, who spoke on the project said the company worked with the Ministry and Huawei to bring up the site by providing the Microwave backhaul link and access to Globacom’s full core network resources and also manage the operation of the site to ensure uninterrupted voice and data services for the community.

“The Smart Education facility allows for young students within the community to receive education remotely, with the teachers being in Abuja or any other part of the world, while  Healthcare delivery has been revolutionised through connected medical equipment that enables remote consultations between patients in Ibwa and doctors and specialists in urban-locations”, Mr Roy explained. The site and all the equipment are powered by solar thereby ensuring clean environment and uninterrupted power supply.

During the inauguration, the system’s effectiveness was demonstrated with the leader of Isuanin Kura, Ibwa 2 Community, Chief Abubakar Bamaiyi, having a live consultation with a medical doctor in Abuja, while the Minister and other guests watched as the students in the local school were being taught via online video by a teacher in Lagos, using equipment provided by Huawei.

Mr Kazeem Kaka, Globacom’s Head of Division, North West, who also spoke at event, said, “For Globacom, this is a continuation of our long-standing mission to democratize access to communication. Since 2003, we have remained at the forefront of efforts to lower the barriers to connectivity—making telephony, internet, and data services more accessible and affordable for all Nigerians.

“Today’s launch reinforces that commitment. We are particularly excited about the impact this initiative will have on education, healthcare, and economic empowerment of Ibwa people”.

In his remarks, Mr Terrens Wu, Managing Director, Huawei Nigerian Enterprises, said his company was proud to be part of the initiative to provide connectivity, and promote learning and healthcare in rural communities through digital technology. His company later gave out 120 affordable smartphones to the community to help them have access to telephony.


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NIMC Targets 95% National ID Enrollment by December 2025

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National Identity Management Commission (NIMC) has unveiled an ambitious plan to register at least 95% of Nigerians into the National Identity Database before the end of 2025, aligning with President Bola Tinubu’s Renewed Hope Agenda on digital governance and inclusive development.

Speaking at a media briefing in Abuja, NIMC Director-General Abisoye Coker-Odusote outlined the agency’s strategy, which includes expanded registration centers, improved infrastructure, and intensified public sensitization campaigns.

“As part of our efforts, we are launching the Ward Enrollment Exercise to ensure that at least 95% of Nigerians are captured by December,” she stated.

NIMC reported that over 120 million Nigerians have already been enrolled, with the target set to register an additional 100 million before year-end. Coker-Odusote emphasized that the exercise would provide the government with accurate population data, enabling better planning and resource allocation.

Addressing concerns about data security and public trust, the NIMC boss assured Nigerians that robust measures have been put in place to safeguard personal information.

She highlighted initiatives such as the NIN Authentication system, which allows individuals to control access to their data through user consent management.

Additionally, NIMC is collaborating with security agencies to track and shut down fraudulent NIN websites while working alongside the Nigeria Data Protection Commission (NDPC) to ensure that enrollment officers receive proper certification in data handling.

“To foster trust, we are ensuring that all personnel handling data are certified experts through NDPC training programs,” she explained.

Looking ahead, Coker-Odusote revealed that NIMC is actively working to integrate all ministries, departments, and agencies (MDAs) to eliminate fragmented operations.

She also disclosed plans to launch a Public Key Infrastructure (PKI) initiative, which will enhance trust in government transactions and digital interactions.

“In the near future, MDAs will be able to implement digital signing across platforms, seamlessly exchanging documents within and between various establishments, thereby advancing e-government and the digital economy,” she added.

The mass enrollment drive, coupled with the strengthening of cybersecurity frameworks, positions Nigeria for an inclusive and efficient national identity system that will serve as a foundation for digital transformation.


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Experts @ ABoICT 2025 Warn of Digital Disaster Risks in Nigeria Without AI Governance

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L-r: Dr. Krishnan Ranganath, Regional Executive, West Africa, Africa Data Centres, Adewale Obadare, chief visionary officer, Digital Encode, Amrish Singhal, chief operations officer, Spectranet, Engr. Ike Nnamani, Managing Director, Digital Realty Nigeria and Rudman Muhammed, Managing Director, Internet Exchange Point of Nigeria, at the 16th Africa's Beacon of ICT Merit and Leadership awards held in Lagos recently.
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As artificial intelligence (AI) continues to transform the global digital landscape, two prominent technology leaders have issued urgent warnings and strategic calls for Nigeria and Africa to adopt a unified, governance-driven approach to AI development, emphasizing that trust, regulation, and cybersecurity are more important than ever.

L-r: Dr. Krishnan Ranganath, Regional Executive, West Africa, Africa Data Centres, Adewale Obadare, chief visionary officer, Digital Encode, Amrish Singhal, chief operations officer, Spectranet, Engr. Ike Nnamani, Managing Director, Digital Realty Nigeria and Rudman Muhammed, Managing Director, Internet Exchange Point of Nigeria, at the 16th Africa’s Beacon of ICT Merit and Leadership awards held in Lagos recently.

At the 2025 Africa’s Beacon of ICT Merit & Leadership Award (ABoICT 2025), held over the weekend in Lagos, Professor Adewale Peter Obadare, Chief Visionary Officer of Digital Encode, and Amrich Singhal, Chief Operating Officer of Spectranet, independently but powerfully echoed the same sentiment: AI without governance is a ticking time bomb.

Delivering his keynote on “AI Governance, Standardization and Cybersecurity in the AI Era,” Prof. Obadare warned against the rising trend of “AI washing”—where companies label basic software or services as “AI” to capitalize on hype, often without the underlying technological integrity or oversight.

“People are calling everything AI today, from photography apps to basic automation, but no one is talking about AI governance,” he said.

Drawing comparisons to the early days of the internet, Obadare cautioned that failing to integrate security and governance into AI architecture could lead to far-reaching consequences. “We are repeating the same mistake we made with TCP/IP, which was not built with cybersecurity in mind. We cannot afford to make that error again.”

He emphasized that governance should not be seen as a hindrance but as an enabler of safe innovation. “Governance is not a brake to stop movement; it is a brake to make movement safe,” he said.

Citing international standards like ISO/IEC 42001 and ISO/IEC 38507, Obadare called for responsible innovation grounded in clear ethical guidelines, stressing the importance of securing the core components of AI: data, models, and infrastructure.

Echoing similar concerns, Amrich Singhal, chief operating officer, Spectranet in his presentation themed “Responsible AI and Nigeria: Balancing Innovation, Regulation, and Cybersecurity,” stressed that “the countries that will benefit most from AI are not necessarily those with the most powerful models, but those with the most trusted systems.”

Singhal painted AI as a double-edged sword, capable of boosting national productivity while also enabling new forms of cyber manipulation—from deepfakes to identity theft and disinformation. “AI can clone voices, create fake personas, and even undermine democracy. It’s no longer a question of readiness, it’s a question of urgency,” he declared.

He acknowledged Nigeria’s potential due to its youthful, tech-savvy population and its expanding use of AI across sectors like healthcare, agriculture, education, and oil exploration.

However, he criticized existing regulatory structures such as the Nigeria Data Protection Regulation (NDPR) and NITDA’s 2023 draft AI framework as being “underdeveloped, underfunded, and poorly enforced.”

Both experts called for a multi-stakeholder approach to AI governance. Prof. Obadare warned of real-world failures, such as Microsoft’s racist chatbot Tay, Amazon’s gender-biased recruitment AI, and Uber’s fatal autonomous vehicle incident, not as tech failures, but as governance failures.

He also cited cybersecurity breaches, including the 2023 hacking of OpenAI’s ChatGPT and the leak of DeepSeek’s API keys and user data on launch day, to stress that “the danger is not just in the algorithms, but in how we design and deploy them.”

Singhal proposed a three-tiered strategy to build Nigeria’s AI resilience: government must champion AI education, create safe innovation sandboxes, and enforce data laws; private companies must adopt ethical and secure design practices; and civil society must raise awareness of digital rights and AI risks—especially for vulnerable populations.

In a firm conclusion, Prof. Obadare urged that “governance must be embedded by design,” warning that irresponsible innovation has already proven costly and called on both developers and policymakers to act before Nigeria’s AI future becomes a liability rather than a strength.

Meanwhile, Singhal closed with a stark challenge: “AI is already here. The question is not whether to use it, but how. Nigeria must choose whether AI will be a great equalizer or its greatest vulnerability.”

As the nation moves deeper into the AI era, the message is clear: building trust, enforcing cybersecurity, and embedding responsible governance must be at the core of Nigeria’s AI journey, before it’s too late.


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