LSEG data and LG’s EXAONE model combine in new AI-driven stock prediction service

LG AI Research and LSEG have launched an AI forecasting tool that scores around 5,000 NYSE stocks daily. It combines LSEG’s financial data with LG’s EXAONE model. The service was presented to Korean financial institutions in Seoul.

The AI Equity Forecasting Score provides a numeric outlook and a short explanation for each stock. It analyses structured market data and unstructured filings and news. LG says this improves transparency in automated research.

LSEG says the partnership combines its global data infrastructure with LG’s modelling capabilities. According to LG, the system can uncover patterns that traditional analysis often misses. Daily scores and weekly commentary are already available.

Pilot testing is underway in the US, Europe, Japan and Korea. Analysts say wider adoption will depend on clear performance metrics and independent validation. They also note the lack of disclosure on trading frictions.

LG plans to expand the service to more markets and add tools for portfolio construction and commodities. Deeper integration with LSEG’s APIs is also being explored. LG describes the system as a daily, automated investment memo.

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Spain opens inquiry into Meta over privacy concerns

Prime Minister of Spain, Pedro Sánchez, has announced that an investigation will be launched against Meta following concerns over a possible large-scale violation of user privacy.

The company will be required to explain its conduct before the parliamentary committee on economy, trade and digital transformation instead of continuing to handle the issue privately.

Several research centres in Spain, Belgium and the Netherlands uncovered a concealed tracking tool used on Android devices for almost a year.

Their findings showed that web browsing data had been linked to identities on Facebook and Instagram even when users relied on incognito mode or a VPN.

The practice may have contravened key European rules such as the GDPR, the ePrivacy Directive, the Digital Markets Act and the Digital Services Act, while class action lawsuits are already underway in Germany, the US and Canada.

Pedro Sánchez explained that the investigation aims to clarify events, demand accountability from company leadership and defend any fundamental rights that might have been undermined.

He stressed that the law in Spain prevails over algorithms, platforms or corporate size, and those who infringe on rights will face consequences.

The prime minister also revealed a package of upcoming measures to counter four major threats in the digital environment. A plan that focuses on disinformation, child protection, hate speech and privacy defence instead of reactive or fragmented actions.

He argued that social media offers value yet has evolved into a space shaped by profit over well-being, where engagement incentives overshadow rights. He concluded that the sector needs to be rebuilt to restore social cohesion and democratic resilience.

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UAE launches 1 billion AI initiative for Africa

The UAE has unveiled a US$1 billion AI for Development initiative to finance AI projects across African nations. The programme aims to enhance digital infrastructure, government services, and productivity, supporting long-term economic and social development.

Implementation will be led by the Abu Dhabi Exports Office (ADEX), in cooperation with the UAE Foreign Aid Agency. AI technologies will be applied in key sectors, including education, agriculture, and infrastructure, to create innovative solutions and promote sustainable growth.

Officials highlighted the initiative as part of the UAE’s vision to become a global hub for AI while reinforcing its humanitarian and developmental legacy. The programme aims to boost international partnerships and deliver impactful support to developing countries.

The initiative reinforces the UAE’s long-term commitment to Africa and its role in technological and digital advancement. Leaders emphasised that AI-driven projects can improve living standards and foster inclusive, sustainable development.

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Greece accelerates AI training for teachers

A national push to bring AI into public schools has moved ahead in Greece after the launch of an intensive training programme for secondary teachers.

Staff in selected institutions will receive guidance on a custom version of ChatGPT designed for academic use, with a wider rollout planned for January.

The government aims to prepare educators for an era in which AI tools support lesson planning, research and personalised teaching instead of remaining outside daily classroom practice.

Officials view the initiative as part of a broader ambition to position Greece as a technological centre, supported by partnerships with major AI firms and new infrastructure projects in Athens. Students will gain access to the system next spring under tight supervision.

Supporters argue that generative tools could help teachers reduce administrative workload and make learning more adaptive.

Concerns remain strong among pupils and educators who fear that AI may deepen an already exam-driven culture.

Many students say they worry about losing autonomy and creativity, while teachers’ unions warn that reliance on automated assistance could erode critical thinking. Others point to the risk of increased screen use in a country preparing to block social media for younger teenagers.

Teacher representatives also argue that school buildings require urgent attention instead of high-profile digital reforms. Poor heating, unreliable electricity and decades of underinvestment complicate adoption of new technologies.

Educators who support AI stress that meaningful progress depends on using such systems as tools to broaden creativity rather than as shortcuts that reinforce rote learning.

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UAE gains UN praise for Arab Digital Economy strategy

A senior UN official has praised the Arab Digital Economy vision backed by President Sheikh Mohamed bin Zayed, calling it a leading regional model for accelerating digital development.

The initiative, adopted by the Arab League, was described as a significant milestone for collective progress, rather than fragmented national efforts.

Speaking at the Knowledge Summit in Dubai, Dr Abdallah Al Dardari noted that the UAE has secured a central position in global and regional technological advancements through forward-looking policies and a strong commitment to innovation.

He argued that the country’s digital achievements provide an ideal foundation for Arab nations aiming to strengthen their own digital ecosystems.

Moreover, he highlighted the UAE’s combination of advanced infrastructure, modern legislation and innovation-friendly conditions, adding that its experience offers valuable guidance for states working to build integrated digital economies that can respond to rapid global change.

Dr Al Dardari concluded that the UAE’s role in driving regional and international development offers a model for a future economy shaped by knowledge and technology, rather than traditional growth approaches.

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Binance Japan integrates PayPay Money for crypto

Binance Japan and PayPay have launched a new service that enables users to purchase crypto assets using PayPay Money and PayPay Points. The integration allows funds deposited from PayPay Money to be used directly for spot trading on Binance Japan.

Users can also withdraw proceeds from crypto sales back into their PayPay Balance. Previously, trading and withdrawals were restricted to Japanese yen transfers via domestic banks or external wallets.

The new system allows one-click deposits and withdrawals, starting from JPY 1,000.

The service works 24 hours a day, 365 days a year, offering a smoother trading experience for both mobile and web users. To activate the integration, users enable the linkage via the PayPay icon within Binance Japan’s trading platform.

The initiative reflects growing collaboration between PayPay and Binance Japan, aiming to enhance convenience and accessibility for both first-time traders and experienced users while expanding crypto adoption in Japan.

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AI use rises among Portuguese youth

A recent survey reveals that 38.7% of Portuguese individuals aged 16 to 74 used AI tools in the three months preceding the interview, primarily for personal purposes. Usage is particularly high among 16 to 24-year-olds (76.5%) and students (81.5%).

Internet access remains widespread, with 89.5% of residents going online recently. Nearly half (49.6%) placed orders online, primarily for clothing, footwear, and fashion accessories, while 74.2% accessed public service websites, often using a Citizen Card or Digital Mobile Key for authentication.

Digital skills are growing, with 59.2% of the population reaching basic or above basic levels. Young adults and tertiary-educated individuals show the highest digital proficiency, at 83.4% and 88.4% respectively.

Household internet penetration stands at 90.9%, predominantly via fixed connections.

Concerns about online safety are on the rise, as 45.2% of internet users reported encountering aggressive or discriminatory content, up from 35.5% in 2023. Reported issues include discrimination based on nationality, politics, and sexual identity.

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Smarter AI processing could lead to cleaner air, say UCR engineers

As AI continues to scale rapidly, the environmental cost of powering massive data centres is becoming increasingly urgent. Machines require substantial amounts of electricity and water to stay cool, and a significant portion of this energy comes from fossil-fuel sources.

Scientists at UC Riverside’s Bourns College of Engineering, led by Professors Mihri and Cengiz Ozkan, have proposed a novel solution called Federated Carbon Intelligence (FCI). Their system doesn’t just prioritise low-carbon energy; it also monitors the health of servers in real-time to decide where and when AI tasks should be run.

Using simulations, the team found that FCI could reduce carbon dioxide emissions by up to 45 percent over five years and extend the operational life of hardware by about 1.6 years.

Their model takes into account server temperature, age and physical wear, and dynamically routes computing workloads to optimise both environmental and machine-health outcomes.

Unlike other approaches that only shift workloads to regions with cleaner energy, FCI also addresses the embodied emissions of manufacturing new servers. Keeping current hardware running longer and more efficiently helps reduce the carbon footprint associated with production.

If adopted by cloud providers, this adaptive system could mark a significant milestone in the sustainable development of AI infrastructure, one that aligns compute demand with both performance and ecological goals. The researchers are now calling for pilots in real data centres.

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Italy closes Google probe after consent changes

Italy has closed its investigation into Google after the company agreed to adjust how it requests user consent for personal data use. Regulators had accused Google of presenting unclear and potentially misleading choices when connecting users to its services.

The authority said Google will now offer clearer explanations about how consent affects data processing. Updates will outline where personal information may be combined or used across the company’s wider service ecosystem.

Officials launched the probe in July 2024, arguing Google’s approach could amount to aggressive commercial practice. Revised consent flows were accepted as sufficient remedies, leading to the closure of the case without financial penalties.

The Italian competition regulator indicated that transparency improvements were central to compliance. Similar scrutiny continues across Europe as regulators assess how large technology firms obtain permission for extensive data handling.

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New NVIDIA model drives breakthroughs in conservation biology

Researchers have introduced a biology foundation model that can recognise over a million species and understand relationships across the animal and plant kingdoms.

BioCLIP 2 was trained on one of the most extensive biological datasets ever compiled, allowing it to identify traits, cluster organisms and reveal patterns that support conservation efforts.

A model that relies on NVIDIA accelerated computing instead of traditional methods and demonstrates what large-scale biological learning can achieve.

Training drew on more than two hundred million images that cover hundreds of thousands of taxonomic classes. The AI model learned how species fit within wider biological hierarchies and how traits differ across age, gender and related groups without explicit guidance.

It even separated diseased leaves from healthy samples, offering a route to improved monitoring of ecosystems and agricultural resilience.

Scientists now plan to expand the project by utilising wildlife digital twins that simulate ecological systems in controlled environments.

Researchers will be able to study species interactions and test scenarios instead of disturbing natural habitats. The approach opens possibilities for richer ecological research and could offer the public immersive ways to view biodiversity from the perspective of different animals.

BioCLIP 2 is available as open-source software and has already attracted strong global interest. Its capabilities indicate a shift toward more advanced biological modelling powered by accelerated computing, providing conservationists and educators with new tools to address long-standing knowledge gaps.

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