Tech
Estonia’s AI Education Model Draws Attention as Europe Debates Digital Learning
As European governments weigh how to integrate artificial intelligence into classrooms and allocate funding for digital literacy, Estonia’s approach to AI education is gaining attention as a practical and structured model.
The Baltic nation’s AI Leap programme is designed not only to teach students how to use artificial intelligence tools but also to strengthen critical thinking and teacher involvement at a time when AI is becoming deeply embedded in everyday learning.
Concerns have grown across Europe that while students are increasingly comfortable using AI tools, many struggle to evaluate or question the information these systems generate. Educators and employers have raised concerns that overreliance on chatbots and automated tools could weaken analytical thinking and increase vulnerability to misinformation.
Estonia has chosen to address this challenge directly rather than attempting to limit student exposure to AI.
According to the AI Leap programme, between 64% and 90% of Estonian students were already using AI tools before the initiative began. Programme organisers argued that ignoring this reality could undermine learning and reasoning skills.
The initiative aims to train 48,000 students and 6,700 teachers over two years in a country with a population of just 1.36 million.
The programme has two primary goals: helping teachers adapt to AI-assisted education and encouraging students to develop responsible, thoughtful AI habits.
To support this effort, Estonia has introduced several key measures. Teachers participate in study circles that meet monthly to develop teaching methods and exchange experiences. A central online platform provides educational resources, videos, self-assessment tools and discussion forums.
More than 4,000 teachers are also receiving premium access to advanced AI platforms such as ChatGPT and Gemini to support lesson planning and classroom preparation.
One of the programme’s most distinctive features is a Socratic-style chatbot designed to guide students rather than provide direct answers. The chatbot encourages questioning, self-management and contextual thinking, helping students assess AI-generated information instead of accepting it automatically.
The programme also includes debate leagues, creative arts projects and student-led initiatives aimed at encouraging discussion and experimentation with AI beyond formal classroom settings.
Estonia has placed strong emphasis on management and implementation. School principals oversee local delivery, while nine regional managers coordinate activities across seven educational regions. The initiative operates through a public-private partnership, with the government providing half of the funding and private partners contributing the remainder.
Technology companies, educators and researchers are involved in designing and testing tools tailored to Estonia’s education system.
Education analysts say Estonia’s strategy highlights a broader lesson for Europe: AI literacy may depend less on limiting technology and more on teaching students how to use it thoughtfully, critically and responsibly.
Tech
Binance Investigates $6.3 Billion Crypto Theft as North Korean Hackers Suspected
Cryptocurrency exchange Binance is investigating a security breach that resulted in an estimated $6.3 billion in stolen digital assets, in what could become the largest cryptocurrency theft on record. Early findings point to a compromised employee laptop and possible involvement by a North Korean hacking group.
The incident unfolded over less than four hours, with attackers gaining access to several of Binance’s online wallets and transferring funds to addresses under their control.
Binance, the world’s largest cryptocurrency exchange, said its initial investigation suggested that a compromised laptop belonging to a DevOps engineer may have provided an entry point. The attackers allegedly used access to a service container to submit unauthorised withdrawal transactions.
The company later stressed that the breach involved multiple factors and was more complex than initially understood. It said there was no evidence that wallet private keys had been exposed.
Binance temporarily suspended deposits and withdrawals while carrying out security checks. It also revoked authorisation for the affected addresses and began working with law enforcement agencies and blockchain intelligence companies to trace and recover the assets.
Billions in assets frozen
The scale of the breach became clearer on Friday as Binance issued a series of updates. The exchange initially reported that $2.54 billion had been frozen, before raising the figure to $3 billion.
Blockchain data infrastructure company Bitquery estimated that Binance’s withdrawal system had authorised transfers worth approximately $6.3 billion from 17 hot wallets between Thursday night and early Friday morning.
Stablecoin issuers Tether, Circle and Arbitrum, alongside several smaller companies, helped freeze affected assets to prevent further movement. Bitquery estimated that the attackers had exchanged around $729 million in stablecoins before the freezes took effect.
Despite the intervention, approximately $3.1 billion remained under the attackers’ control, primarily in Ether and Bitcoin, according to the company’s analysis. The stolen funds were distributed across nine blockchains, with Ethereum, Bitcoin and TRON among the networks most affected.
Binance said it would cover all losses using company funds and had reserved approximately $6.34 billion for the incident. It also said it had begun recovering affected assets for customers.
The exchange pledged to publish a detailed technical report once the investigation is complete and the findings have been verified. It also plans to release an updated proof of reserves after security measures have been completed.
North Korean group suspected
Blockchain intelligence and cybersecurity firm TRM Labs has attributed the attack to TraderTraitor, a hacking group linked to North Korea.
“Based on robust on- and off-chain intelligence, we make this judgment with high confidence,” TRM Labs said.
The group has previously been linked to major cryptocurrency thefts. The FBI identified TraderTraitor as responsible for the $1.5 billion Bybit exchange hack in February 2025.
Binance has not publicly confirmed the identity of the attackers. Its investigation remains ongoing, with law enforcement agencies and blockchain intelligence partners assisting efforts to trace and recover the remaining funds.
The incident has renewed concerns about the security of cryptocurrency exchanges, particularly the risks associated with online wallets and access to internal technology systems.
Tech
Noyb Files Five Complaints Against Scale AI Over Worker Tracking and Biometric Checks
The European Centre for Digital Rights, known as Noyb, is filing five complaints against US-based artificial intelligence startup Scale AI over alleged violations of workers’ data protection rights on its Outlier platform.
The complaints, announced on Tuesday, October 27, concern the platform’s tracking of freelancers and the safeguards available to workers employed under its freelance contract model. Noyb said it was submitting two complaints in Austria and one each in France, the Netherlands and Italy.
Scale AI, headquartered in San Francisco, operates Outlier, a platform that recruits freelancers and subject-matter experts to help train, assess and improve artificial intelligence models. The service uses a platform-based employment model similar to those used by ride-hailing and food delivery companies.
According to Noyb, Outlier has more than 900,000 freelancers who evaluate and correct AI-generated responses. Its customers include Meta, OpenAI, Google and the US government, meaning workers contribute their expertise to systems developed and used by major technology companies.
The organisation alleges that Outlier collects extensive personal information and requires workers to undergo invasive biometric checks before they can earn money. It argues that the platform’s monitoring practices conflict with European data protection standards and workers’ expectations of privacy.
Noyb also claims that trackers operated by companies including TikTok, LinkedIn and Facebook are placed on workers’ devices while they use the platform. These trackers allegedly give the companies access to personal information, including IP addresses, contact details and data that could be used for targeted advertising and profiling.
“Such constant and extensive tracking while working really goes against all reasonable expectations. Why should LinkedIn or Facebook know which tasks you’re working on?” said Lisa Steinfeld Leiser, a data protection lawyer at Noyb.
The group said the alleged monitoring raised concerns about the handling of personal data in the workplace and the ability of freelancers to protect their information while carrying out assignments.
Noyb further alleges that workers must repeatedly complete biometric verification procedures administered by Persona, a separate company. The process reportedly requires workers to record videos of their faces and upload identification documents.
The complaints come as European authorities increase scrutiny of the artificial intelligence sector. The EU’s AI Office opened investigations into OpenAI and Anthropic earlier this month, reflecting broader concerns about the development and deployment of AI systems.
Regulatory approaches are also diverging internationally. In the United States, President Donald Trump signed an agreement with six major American AI companies allowing them to oversee aspects of their own development practices.
The dispute highlights a growing challenge for the industry: balancing the demand for large-scale human input to train AI systems with the privacy rights of the people providing that work. The allegations against Scale AI have yet to be established through the complaints process.
Tech
GMO Internet to Compensate Customers After Cyberattack Triggers Unauthorised Trading
Japanese internet infrastructure company GMO Internet will compensate customers for financial losses linked to unauthorised trading following a cyberattack on its cloud service. The company will also pay ¥5,000 (€28) to every customer currently using the affected service, regardless of whether they suffered losses.
The attack targeted Onamae.com Desktop Cloud, a virtual private server service that allows customers to access remote desktop environments. GMO said customer information had been stolen and some users had reported transactions in their securities and foreign-exchange accounts that they had not authorised.
According to founder and chief executive Masatoshi Kumagai, the incident potentially affected 26,739 servers and involved unauthorised activity on trading accounts held with more than 70 securities and foreign-exchange firms in Japan and overseas.
GMO shares fell almost 16% on Monday, reaching a four-month low. The company had a market value of approximately $2.6 billion at Friday’s close.
GMO began investigating the incident on 19 October after receiving an inquiry from a customer. The company confirmed the installation of malicious software in some customer server environments the following day. It then suspended new applications and access to the service’s control panel before beginning to shut down all servers on 21 October to limit further damage.
In a blog post published on Sunday, Kumagai apologised for the company’s handling of the incident. He acknowledged that security specialists had identified concerns before the attack but said the company’s response had been insufficient.
GMO also disclosed that it had received a ransom demand from a party believed to be responsible for the attack. In an update to his blog on Monday, Kumagai said the attackers had demanded $50 million in cryptocurrency and threatened to release company and customer information.
The company has refused to pay the ransom and is cooperating with police and other authorities.
Customers who wish to continue using a Windows desktop environment will be offered an alternative service operating on independent cloud infrastructure, free of charge for six months. GMO also plans to redesign its security architecture and investigate the breach with external experts.
Kumagai has called on the Japanese government to strengthen its active cyberdefence capabilities, arguing that private companies cannot tackle sophisticated cross-border attacks alone. GMO has asked authorities to consider applying the framework to the incident and offered to share evidence and technical information with investigators.
The breach comes amid wider concerns about digital security, following the disclosure of two critical vulnerabilities in PHP, a programming language widely used to build websites and applications. Security authorities warned that the flaws could allow malicious code to run on vulnerable servers, although GMO has not confirmed any connection between those vulnerabilities and the attack.
A separate Google Cloud outage in the United Kingdom last week disrupted online services, including those operated by financial technology company Revolut, highlighting the wider consequences of disruptions to digital infrastructure.
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