E-Business
Facebook, AI Researchers Create most Detailed Population Density Maps of Africa

Facebook is working closely with key non-profit and research partners to use artificial intelligence (AI) and big data to address large-scale social, health and infrastructure challenges in sub Saharan Africa. These efforts range from rural electrification in Tanzania to vaccinating people in remote corners of Malawi.
Facebook is applying the processing muscle of its compute power, its extensive data science skills and its expertise in AI and machine learning to create the world’s most detailed and accurate maps of local populations. Facebook also partners with Columbia University’s Center for International Earth Science Information Network (CIESIN (http://www.ciesin.org/)) to ensure that this effort leverages the best available administrative data for all countries involved.
The Boston-based Facebook team uses advanced computer vision and machine learning to combine satellite imagery from Digital Globe with public census data and other sources to create detailed population density maps of Africa. Using Facebook’s machine learning capabilities, Facebook started developing population density maps to provide better tools to support connectivity efforts around the world. No Facebook data has been or will be used in the project and the census and satellite data used contain no personally identifiable information.
High-resolution satellite imagery already exists for much of the world. However, prior to Facebook’s mapping project, it would have required countless hours for volunteers to comb through millions of square miles of pictures to identify which contained a tiny town or remote village.
The Facebook team used AI to solve that problem, efficiently crunching through data at a petabyte scale. For Africa alone, for example, the computer vision system examined 11.5 billion individual images to determine whether they contained a building. The team found approximately 110 million buildings in just a few days.
“Having started my career at USAID working on malaria control, I have witnessed first-hand the critical role that accurate data plays in the effectiveness of humanitarian efforts,” says Laura McGorman, a public policy manager at Facebook. “What’s exciting about projects like these that they provide an opportunity for our company to contribute to these efforts through our expertise in data and machine learning.”
In Malawi, the Missing Maps Project used these AI-powered maps to filter out the 97% of the terrain that is uninhabited. This helped to coordinate the efforts of 3,000 Red Cross volunteers in Malawi who visited roughly 100,000 houses in just three days to educate people about measles and rubella vaccines.
“The maps from Facebook ensure we focus our volunteers’ time and resources on the places they’re most needed, improving the efficacy of our programs,” says Tyler Radford, executive director of the Humanitarian OpenStreetMap Team, which is part of the Missing Maps Project.
In addition to assisting the Red Cross and Missing Maps Project in Malawi, the maps have been used by aid groups like the Bill and Melinda Gates Foundation, the World Bank, and Humanitarian OpenStreetMap. In Tanzania, Facebook’s AI-powered maps helped kick-start efforts to bring renewable electrification to rural areas.
To understand which locations would benefit most from decentralized energy solutions, the Humanitarian OpenStreetMap Team collaborated with the Reiner Lemoine Institut and Integration Environment and Energy to combine Facebook’s population maps with detailed data on settlement locations and structures from OpenStreetMap.
Humanitarian OpenStreetMap team personnel then travelled to villages identified as high priority and conducted surveys to understand the populations’ electricity needs. The results of these surveys were provided to agencies involved in rural electrification, helping mini-grid operators choose the most appropriate locations to begin the work.
The Facebook population density maps project now aims to keep adding new continents and countries.
E-Business
Why JustMarkets Is a Strong Choice for Gold Trading

Over the past four years, gold has risen by more than 400%. The precious metal has long been one of the most traded assets in global financial markets. From its role as a traditional store of value to its sensitivity to inflation, interest rates, and geopolitical uncertainty, gold continues to attract traders seeking efficient and predictable trading opportunities during a period of global uncertainty and high volatility.

JustMarkets
For traders looking to effectively access gold markets, choosing the right trading environment is as important as timing their entry. One of the most popular and effective gold trading platforms is JustMarkets, offering the tools, conditions, and infrastructure to enable traders to achieve their most ambitious gold trading goals.
Tight Spreads on XAU/USD
Cost efficiency is a critical factor in gold trading, especially for active day traders. JustMarkets offers extremely competitive XAU/USD spreads, allowing traders to open and close positions with reduced transaction costs. Lower spreads can significantly impact short-term strategies, where precision and timing are key to effectively entering a trade. By minimizing trading costs, JustMarkets helps traders focus more on market analysis and finding the ideal entry point, and less on overhead.
Fast and Reliable Execution
Gold is recognized for its volatility, especially during the day, especially with economic announcements or geopolitical events. Speed is of the essence in volatile markets. JustMarkets provides high-speed execution of orders, which helps minimize the risks of delays, especially during periods of high volatility. This ensures that traders are able to respond better to market conditions, thereby having better control over trade management.
Flexible Trading Conditions
Each trader has their own approach to gold, ranging from intraday trading to position trading. JustMarkets offers flexible leverage and account types, enabling traders to adjust their exposure based on their risk tolerance and trading style. This flexibility is suitable for both conservative and aggressive traders while still allowing them to access the same global gold market.
Advanced Platforms and Tools
Successful gold trading is based on thorough technical and fundamental analysis. JustMarkets provides access to industry-standard trading platforms equipped with advanced charting tools, multiple timeframes, and a wide range of indicators for recognizing divergences and clear entry points. These features help traders analyze price trends, identify key levels, and plan their trades with greater confidence.
Accessibility via mobile devices and computers via the JustMarkets Mobile Trading app also ensures traders can monitor positions and market movements from anywhere and at any time.
Education and Market Support
Gold is also affected by factors such as inflation rates, central bank policies, and currency fluctuations. Understanding these factors is important for developing a structured trading strategy.
JustMarkets offers resources for traders, which provide information on how global events can impact the price of gold like case studies, daily, bank and weekly analysis. This is a knowledge-based system, which enables the trader to make more informed decisions rather than relying on the price movements of gold.
Trading Activities That Keep Gold Traders Engaged
In addition to the competitive trading environment, JustMarkets also runs various special activities and campaigns that aim to make the trading experience more interesting. At certain intervals, the special activities may include trading contests on specific trading instruments, such as gold, which are highly sought after by traders. This will give the traders an added impetus to keep trading.
The special activities are designed to encourage trading, consistency, and skill-building among the traders, along with the additional motivation for the trading strategies. This is also in line with the overall philosophy of JustMarkets to create a dynamic trading environment where trading, learning, and motivation are linked together.
A Trading Environment Built for Gold Traders
Gold is still one of the most dynamic markets with the greatest number of opportunities in the world. With tight spreads on XAU/USD, fast execution, flexible trading terms, and access to advanced analytical tools, JustMarkets creates an optimal trading environment for those who want to trade gold efficiently.
In addition to the comprehensive educational assistance, JustMarkets continues to position itself as a strong competitor for traders who are looking for professional trading conditions combined with growth opportunities.
E-Business
Microsoft Expands Africa AI Push while DeepSeek Gains Users

Microsoft is stepping up its push to expand artificial-intelligence adoption across Africa as competition intensifies with Chinas DeepSeek for influence in one of the worlds youngest and fastest-growing digital markets.

The company plans to train 3 million Africans on its AI technologies this year through partnerships with schools, universities and other institutions, with a focus on South Africa, Kenya, Nigeria and Morocco.
The effort reflects Microsofts broader attempt to accelerate adoption of its AI ecosystem across emerging markets where developers and enterprises are increasingly experimenting with generative AI tools.
Alongside the training initiative, Microsoft is working with MTN Group (MTNOY), Africas largest telecommunications company, to distribute Microsoft 365 and its Copilot digital assistant to about 300 million subscribers.
The Elevate program is designed to expand AI literacy and reduce cost barriers that might otherwise limit adoption, according to regional leadership.
The push comes as Chinese technology firms expand their footprint across the continent, with DeepSeeks open-source models accounting for roughly 11% to 14% of chatbot use in several African markets and reaching about 20% in countries such as Ethiopia and Zimbabwe following investments tied to digital infrastructure and telecom networks.
Microsoft is also increasing its infrastructure investment in the region.
In South Africa, the company plans to invest 5.4 billion rand, or about $330 million, to expand its cloud and AI capacity by the end of next year, while it is also exploring plans for a geothermal-powered data center in Kenya.
Early corporate adoption is emerging across the continent, with South African grocer Spar Group using Copilot in ways that save more than 700 employee hours annually and Nigerias Access Holdings integrating AI into daily workflows.
Regional leadership has suggested broader AI adoption could potentially contribute up to $1.5 trillion to Africas gross domestic product by 2030 if governments and businesses continue investing in digital infrastructure and AI skills.
E-Business
Kaspersky Uncovers a New Android Malware Campaign Disguised as Starlink Application

Kaspersky Global Research and Analysis Team (GReAT) has uncovered a new Android malware campaign in which cybercriminals distributed the BeatBanker Trojan under the guise of the Starlink application for Android.

Threat actors primarily target users from Brazil; nevertheless, Kaspersky experts don’t rule out that users from other countries may also face this threat.
The Trojan employs a Monero cryptocurrency miner and additionally installs a BTMOB remote administration tool (RAT) on the infected devices. To maintain its persistence, BeatBanker uses an uncommon mechanism involving a nearly inaudible looped audio file.
“At first we saw BeatBanker being distributed under the guise of a public services app; it installed a banking Trojan in addition to a cryptocurrency miner. However, our recent detection efforts uncovered a new campaign with another BeatBanker variant that deploys the BTMOB RAT instead of the banker module.
The attackers appear to be using a fresh lure with the Starlink app to reach more victims from different countries. Therefore, it is important for users to stay vigilant and use advanced solutions to protect their smartphones,” comments Fabio Assolini, Head of the Americas & Europe units at Kaspersky GReAT.
Initial vector of infection
Kaspersky experts believe that cybercriminals distribute a fake Starlink application containing the BeatBanker Trojan through phishing pages that mimic the Google Play Store. After execution on a compromised device, the Trojan displays a user interface that also mimics Google Play. Cybercriminals trick victims into granting installation permissions, thus allowing the download of additional hidden malicious payloads.
Crypto mining and BTMOB RAT module
When a user clicks UPDATE on the fake Google Play page, a Monero cryptocurrency miner deploys. BeatBanker monitors battery percentage and the temperature of an infected smartphone, as well as user activity after which a hidden cryptocurrency miner is started or stopped.
The Android Trojan also installs a BTMOB RAT on the compromised device. BTMOB enables full remote control and is sold as Malware-as-a-Service.
It is capable of automatic granting of permissions, hide system notifications and has mechanisms designed to capture screen lock credentials, including PINs, patterns and passwords on compromised devices. The malware also gives cybercriminals access to the front and rear cameras, GPS location monitoring and constant collection of sensitive data.
To ensure persistence and hinder uninstallation, BeatBanker maintains a fixed notification in the foreground and activates a foreground service with silent media playback. This tactic is designed to prevent the operating system from removing the malicious process.
Kaspersky’s products detect this threat as HEUR:Trojan-Dropper.AndroidOS.BeatBanker and HEUR:Trojan-Dropper.AndroidOS.Banker.*.
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