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Gowu, TICON President says Africa’s Data Revolution Must Drive Climate Finance Transparency

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Amid global climate negotiations, as we move closer to implementing the Baku to Belém Roadmap with COP30 being held this month, Africa finds itself at a critical juncture.

David Gowu, President of Technology Information Confederation Africa (TICON Africa) said, the continent must not only secure its share of what is projected to be a $1.3 trillion climate investment pipeline, but also prove it is worthy of this financing.

This is key when the Roadmap requires that funding be used effectively, transparently, and in an equitable manner. None of this money can be wasted at a time when Africa urgently requires assistance in limiting the adverse effects of climate change.

If climate finance transparency is the backbone of the Baku to Belém Roadmap, then African technology companies must be its vital organs, tracking climate investment from disbursement to measurable climate outcomes through the intelligent use of data.

Across the continent, businesses are deploying artificial intelligence (AI), cloud computing, and data analytics – from precision agriculture in Kenya to forest-monitoring systems in the Congo Basin. These examples show that the technological capability already exists.

Despite this, Africa’s tech sector remains largely sidelined from building the public sector technology and capability needed to track and report climate investment impact.

While African startups build innovative monitoring solutions, they’re rarely commissioned to create the government tracking systems that could address corruption, the very issue that sees billions in climate finance lost to misappropriation across the globe each year. The result is a persistent data gap that limits access to finance, weakens accountability, and undermines global transparency goals.

Africa needs to ensure that any use of climate finance is beyond reproach.

Why data matters

Data, when turned into information, transforms investment into outcome. It enables us to see whether money is being used effectively and whether promises are being kept. This is key for good governance – something Africa has been criticised for lacking.

When we have these insights, climate finance becomes measurable, comparable, and verifiable, building the trust required for long-term financing partnerships.

African countries contribute minimally to global carbon emissions, yet they are highly vulnerable to climate change. The effects include increased water stress, reduced agricultural yields, and heightened inequality. Millions have been displaced by drought, floods, and crop failures – all because the globe is getting too hot, too fast.

For Africa to reach Net Zero, we will need around $2.8 trillion – and that figure is already out of date. The African Development Bank Group estimates corruption amounts to around $10 billion, which is money lost to healthcare, education, and infrastructure. Many observers believe the true figure is much higher.

There is a solution. We can use Africa’s skilled data scientists and expert software developers to track financial flows and help reduce the money leaving our shores each year. In doing so, we strengthen governance through transparency, accountability, and data-driven oversight, which is a safeguard for Africa’s climate future.

African solutions for African challenges

Moreover, data helps us identify where urgent intervention will make the greatest difference and lift communities out of crisis. Why not use the talent already available on the continent? This will create much-needed jobs while skilling up the next generation of data scientists.

Africa already has AI-driven climate models and satellite-enabled monitoring of forests and farmlands. These are powerful examples of what’s possible when local expertise meets local context.

African companies are proving that technology built on the continent can solve global problems. Let’s harness the skills we have at home to ensure money is used as intended and directed where it’s most needed.

African data scientists bring two critical advantages: technical capability and on-the-ground knowledge. They understand local realities, governance structures, and community needs in ways external actors cannot. They know which regions face the most urgent threats and where funding will have the greatest impact.

This combination of technical sophistication and contextual intelligence is exactly what the transparency challenge demands. It is also how we will demonstrate good governance through measurable impact.

A matter of urgency

The Baku to Belém Roadmap created the framework for coordinated international action. Now African innovation must fill it with substance.

International donors and multilateral institutions should prioritise partnerships with African technology companies when building climate finance tracking infrastructure.

African governments must recognise their domestic tech sectors as strategic climate assets, investing in digital public infrastructure that supports transparent climate governance.

And African companies should step forward with confidence, knowing that their locally developed solutions can meet and even set global standards.

The technology exists. The talent exists. The urgency is undeniable.

Africa can lead the world in climate finance transparency, if we choose to trust our own capabilities and act with the speed this moment demands.


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Oracle Sacks 12,000 in India, Begins Shift to AI

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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.

Oracle Sacks 12,000 in India, Begins Shift to AI

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.


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Cybersecurity Firm Uncovers CrystalX RAT which Steals Data, Mocks its Victims

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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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Kaspersky Warns of a New Phishing Technique Leveraging Bubble, a no-code AI Platform

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Kaspersky has discovered a new phishing tactic used to evade traditional security controls that exploits Bubble, a platform that allows users to build web and mobile applications through a visual interface without writing code.

Attackers are increasingly adopting innovative tools designed for legitimate software development and repurposing them to boost phishing campaigns.

Traditional phishing attacks often rely on malicious links or obvious redirection techniques, which are typically flagged and blocked by modern security systems.

However, attackers are now leveraging Bubble’s no-code environment to generate intermediary web applications which are hosted on Bubble’s legitimate infrastructure and trusted domains such as *.bubble.io, which improves their credibility and helps them bypass security filters.

These applications function as disguised redirectors, silently forwarding victims to malicious credential-harvesting websites.

In the observed campaign, victims were ultimately redirected to a convincing imitation of a Microsoft login page, protected by a Cloudflare verification layer designed to further obscure malicious intent.

This technique is likely being integrated into broader phishing-as-a-service (PhaaS) platforms and phishing kits. These kits enable a wide range of malicious capabilities with ready-made tools, including real-time interception of session cookies, driving phishing campaigns through legitimate services such as Google Tasks and Google Forms, and carry out adversary-in-the-middle (AiTM) attacks that can bypass multi-factor authentication.

They also support the generation of phishing emails using AI, implement geo-filtering and anti-detection mechanisms to evade security crawlers and are often hosted on reputable cloud services like AWS to avoid blacklisting.

“The use of legitimate platforms like Bubble introduces a new level of trust abuse, making it harder for both users and automated systems to distinguish between safe and malicious content. This significantly increases the likelihood of credential theft, unauthorised access and potential data breaches,” comments Roman Dedenok, Anti-Spam Expert at Kaspersky.

 

 


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