E-Business
Research ICT Africa Develops AI Framework for Africa

Non-profit think tank and research network Research ICT Africa (RIA) has developed the Just AI Framework of Inquiry. The contextually-grounded and action-oriented position paper aims to help African policymakers, researchers and technologists navigate the complexities of developing artificial intelligence (AI) systems.

Developed by RIA executive director Pria Chetty and RIA deputy director Dr Araba Sey, as part of the second phase of the Africa Just AI project, the framework responds to the urgent need to ground AI policy in Africa’s historical and contemporary contexts.
As AI technologies proliferate across every sector of society, the Just AI Framework of Inquiry reframes global debates on ethics and fairness by centring justice as the fundamental quality AI systems must embody, according to RIA.
Rather than replicating governance models designed for high-income economies, the framework calls for an approach that reflects Africa’s diverse democratic systems, development priorities and epistemic traditions, it says.
Through nine interrelated inquiries, from structural inequality and data justice, to democratic governance and environmental sustainability, the Just AI Framework of Inquiry equips policymakers, technologists and researchers with the tools to design and evaluate AI systems that actively promote equity, inclusion and care.
“The framework’s justice-oriented lens connects human rights, ecology and economy, guiding both research and regulatory reform to ensure AI advances public interest outcomes. It aims to move beyond aspirational ethics toward actionable mechanisms for embedding justice across the AI value chain,” notes Dr Sey.
The framework provides a holistic and multidisciplinary approach, moving beyond a narrow focus on technological risk to examine the interplay of AI with sustainable development, security, economic policy and governance.
“It recognises that effective AI governance requires a multidisciplinary approach, drawing on expertise in law, data science, economics and social sciences. This is crucial for developing integrated economic policies and governance frameworks that can address the full spectrum of AI’s societal consequences from labour market transformations to the regulation of intellectual property and competition,” Dr Sey adds.
The next phase of this project will test the framework’s application through participatory engagements with policymakers, civil society and research partners.
According to RIA, tech regulation, when developed through a justice-oriented lens, has the potential to unleash the developmental benefits of advanced innovation. Likewise, when AI systems are governed through justice-oriented frameworks, they can deliver equitable outcomes across diverse societies.
Yet, RIA is of the view that the dominant approaches to AI governance today − anchored in ethics, fairness and responsibility − remain inadequate. They are largely self-regulatory, driven by Global North actors, and designed for high-income countries with vastly different social, political and infrastructural realities. RIA’s research shows these frameworks often fail to recognise the uneven socio-economic contexts that shape life across the African continent.
“We have spent the past three years engaging deeply with this challenge: asking what it means to govern AI in ways that are truly just for Africa,” Chetty explains.
“We see a pressing need for a more deliberate and contextualised approach to AI governance; one that allows African countries to shift from being mere consumers of AI tech, to becoming co-creators of AI systems that reflect our development priorities, democratic values and lived experiences.
“Justice in AI requires more than inclusive aspirations. It demands redress of historical harms and inequities, attention to extractive data and value flows, and a commitment to ensuring that AI’s transformative potential is shared, not concentrated.”
E-Business
Nigeria Mulls National Cybersecurity Council

Federal Government has unveiled plans to establish a National Cybersecurity Coordination Council, signaling a shift toward a more unified, intelligence-driven approach to defending the country’s rapidly expanding digital economy.

Conceived as a non-statutory, multi-stakeholder body, the proposed Council will enhance coordination, enable trusted information sharing, and guide government strategy on cybersecurity, risk management, and national response amid increasingly complex cyber threats.
The initiative, championed by Bosun Tijani, minister of communications, innovation and digital economy, is designed to bring together government institutions, private sector players and technical experts into a single collaborative platform to strengthen the country’s cyber resilience.
Tijani noted that this initiative comes in response to a wave of recent cyber incidents that have disrupted operations across key private institutions and public sector.
In recent times, Nigeria’s financial system has faced mounting cyber pressure, reflecting global trends as cybercrime is projected to cost the world over $10.5 trillion annually, according to Cybersecurity Ventures.
Analysts say these attacks are increasingly coordinated and sophisticated, prompting the government to recognise that fragmented, institution-specific approaches can no longer manage systemic cyber risks effectively.
Under the new framework, the government aims to promote a “collective defence” model, an approach widely adopted in advanced digital economies where threat intelligence is shared in real time across institutions.
The Council is expected to include chief information security officers, cybersecurity associations, the Nigerian Computer Society, global technology providers, researchers, law enforcement agencies and civil society groups, ensuring a broad-based and technically grounded response architecture.
Key priorities will include developing national threat intelligence-sharing systems, harmonised cyber defence protocols, and coordinated incident response, while strengthening capacity to close Nigeria’s cybersecurity talent gap.
E-Business
Oracle Sacks 12,000 in India, Begins Shift to AI

Oracle, US-based technology giant, has initiated a sweeping round of layoffs affecting thousands of employees globally, with India among the worst-hit regions, according to multiple reports.

The job cuts, which began on March 31, are part of a broader restructuring exercise that could impact between 20,000 and 30,000 employees worldwide, making it one of the largest workforce reductions in the company’s history.
While the exact number remains unconfirmed, multiple reports suggest that around 12,000 employees in India have been affected,
Employees across several geographies, including India, the United States, Canada, and Mexico, reported receiving termination emails early in the morning, informing them that their roles had been eliminated with immediate effect.
“Today is your last working day,” the email stated, citing “organisational change” as the reason for the decision. Access to company systems, including email and internal platforms, was revoked shortly thereafter.
The communication, according to Business Insider, described the move as part of a broader “reduction in force and other terminations,” and said affected employees would be eligible for severance benefits subject to company policy.
The email also instructed employees to share personal contact details to receive separation documents.
In India, impacted employees have reportedly been offered severance packages that include 15 days’ salary for each completed year of service, notice period pay, leave encashment, gratuity where applicable, and an additional two-month salary top-up in cases of voluntary separation.
The layoffs are linked to Oracle’s strategic shift towards artificial intelligence (AI) and cloud infrastructure.
The company has announced plans to invest approximately USD 50 billion in AI infrastructure and has reportedly raised an equivalent amount in debt to fund its expansion.
In a recent regulatory filing, Oracle said it expects restructuring costs for fiscal 2026 to reach up to USD 2.1 billion, largely driven by severance payouts and related expenses.
The move comes as Oracle looks to strengthen its position against global cloud competitors such as Amazon and Alphabet.
Uncertainty continues to loom over employees, with reports indicating that another round of layoffs could follow in the coming weeks. Employees who were affected described the layoffs as abrupt, with little prior indication.
Some former staff members have taken to social media to share their experiences.
Tricia S Marsh, a former Senior Principal at Oracle, said the layoffs marked the end of an important chapter in her career while urging affected colleagues to remain hopeful.
As of May 2025, Oracle had around 162,000 full-time employees globally.
E-Business
Cybersecurity Firm Uncovers CrystalX RAT which Steals Data, Mocks its Victims

Kaspersky Global Research & Analysis Team (GReAT) has uncovered an active malicious campaign distributing a previously undocumented RAT with a very broad feature set. Beyond the standard remote access trojan functionality, it combines stealer, keylogger, clipper, and spyware capabilities.

Cybercriminals are selling it to third parties as MaaS (malware-as-a-service) promoting it on YouTube and Telegram, increasing the likelihood of its use across a wider range of actors, including less-skilled operators.
Due to its stealer functionality, the malware can collect a wide range of data about its victim: it gathers system information, extracts credentials for Steam, Discord and Telegram, and also harvests data from web browsers. It also poses a threat to cryptocurrency users, as it includes a browser-based clipper that replaces crypto wallet addresses.
Beyond data theft, CrystalX RAT is capable of full-scale surveillance, with the ability to take screenshots, record audio from the microphone, and capture video from both the webcam and the victim’s screen.
Particularly notable is the CrystalX RAT “playful” Prankware feature set, which is actively promoted by the developers. These capabilities allow operators to visibly interfere with the victim’s system by shaking the mouse cursor, setting wallpapers on the victim’s screen, changing screen orientation, hiding desktop icons, forcing system shut downs, and even delivering real-time pop-up notifications and messages to the victim.
While seemingly trivial, these features introduce a disruptive and psychological dimension to the attack, making the attack both visible and distressing for the victim.
Kaspersky reports attacks targeting users in Russia, but the trojan has the potential to spread to other countries due to its sales and distribution model.
“Such a diverse feature set effectively enables a 360-degree compromise of the victim and a complete loss of privacy. Beyond gaining access to account credentials, the stolen data could potentially be used for blackmail.
“At the moment, the initial infection vector is not precisely known, but it is already affecting dozens of victims. Our telemetry is already detecting new versions of the implants, indicating that this malware is still actively developed and maintained.
“We expect the number of victims to grow significantly and its geographic spread to expand in the near future,” says Leonid Bezvershenko, senior security researcher at Kaspersky GReAT.
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