Economic

Growing investment and energy plans reshape Armenia’s AI future

Armenia’s recent technology announcements are helping to form a clearer national AI strategy with stronger coordination. A memorandum with the US on semiconductors and AI now appears to be moving beyond symbolic commitment into action.

Momentum has accelerated with plans to expand a large-scale AI factory backed by significant investment. The project is estimated at around $4 billion and includes tens of thousands of advanced GPUs to support large-scale development.

The initiative is already entering construction, marking a shift from concept to execution in a short timeframe. Officials have described a broader vision of building a network of AI factories across the country.

Energy planning is becoming central, with discussions around deploying a small modular nuclear reactor to meet demand. Stable and scalable power is considered essential for sustaining long-term AI infrastructure growth.

Efforts are also targeting the wider ecosystem through a Virtual AI Institute and planned GPU access for startups. These steps aim to strengthen research capacity and ensure local participation in the country’s AI expansion.

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UK opens supercomputing access to boost AI startups

Britain is opening access to its national AI Research Resource to support domestic AI development. Startups and spinouts can now use supercomputers previously reserved for frontier research.

The AIRR combines infrastructure from government, universities and leading technology firms. It provides the computing power needed to train models and run complex simulations.

Access will be worth around £20 million per year for participating companies. Officials say reducing compute barriers will help startups move faster from prototype to product.

The government’s Sovereign AI Unit, backed by up to £500 million, will also support long-term growth. The programme targets areas including advanced models, scientific discovery and trustworthy AI systems.

Concerns remain over regulatory alignment with the EU’s stricter AI rules. Tensions could shape whether the UK maintains a more flexible environment for innovation.

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AI fuels rise in cyber scams

Cybercrime incidents have surged as AI tools enable more convincing scams, leading to sharply rising losses in Estonia. Authorities reported thousands of phishing and fraud cases affecting individuals and businesses.

Criminals are using AI to generate fluent messages in Estonian, removing a key warning sign that once helped people detect scams. Experts say language accuracy has made fraudulent calls and messages harder to identify.

Growing awareness of scams is also fuelling public anxiety, with some users considering abandoning digital services. Officials warn that loss of trust could undermine confidence in digital systems.

Authorities are urging stronger safeguards and public education to counter the cybersecurity threats. Banks, telecom firms and digital identity providers are introducing new protections while campaigns aim to improve digital awareness.

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White-collar jobs hold steady as automation concerns grow

Mass layoffs across major tech firms, including Amazon’s 16,000 job cuts, have intensified concerns that AI will replace white-collar workers. Headlines suggest a rapid shift, yet broader labour data tells a more measured story.

US employment has grown by 1.1% since the launch of ChatGPT in November 2022, reaching over 157 million workers. Service industries expanded significantly, adding more than two million jobs, while goods-producing sectors declined modestly.

Overall trends indicate no major disruption to the labour market so far.

Sector-level data reveals uneven shifts. The information industry recorded the steepest losses, particularly in media, telecoms, and content production, where automation and long-term structural changes continue to reduce headcounts.

Meanwhile, highly automatable roles such as telemarketing and call centres saw the sharpest declines.

Professional services present a more complex picture. Legal, engineering, and consulting roles have grown or remained stable, defying expectations of widespread displacement.

Hiring continues to exceed layoffs in several sectors, though younger workers appear increasingly vulnerable as competition intensifies in AI-exposed roles.

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Tether unveils mobile-friendly AI training platform

Tether has launched an AI framework that runs large language models on smartphones and non-NVIDIA GPUs. The system is part of its QVAC platform and uses Microsoft’s BitNet architecture, along with LoRA techniques to reduce memory and computational requirements.

The framework enables cross-platform training on AMD, Intel, Apple Silicon, and mobile GPUs, allowing models with up to 1 billion parameters to be fine-tuned on phones in under 2 hours.

Larger models with up to 13 billion parameters are also supported on mobile devices. BitNet’s 1-bit architecture reduces VRAM requirements by nearly 78%, enabling larger models to run on limited hardware.

Performance improvements benefit inference, with mobile GPUs outperforming CPUs, enabling on-device training and federated learning. By reducing reliance on cloud infrastructure, the system offers more flexible AI development for distributed environments.

Tether’s expansion into AI mirrors a broader trend in the crypto sector, where companies are investing in AI infrastructure, autonomous agents, and high-performance computing.

Industry activity includes record revenue growth for AI and HPC operations, blockchain-integrated AI agents, and new tools for secure on-chain transactions.

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AgentKit enables ID verification for AI-powered online commerce

Tools for Humanity has introduced a new verification system to strengthen trust in online transactions, as demand for reliable ID verification tools grows in AI-driven environments. The update builds on its World project, which aims to prove that real humans, rather than automated systems, are behind digital activity.

The company’s latest release, AgentKit, is designed to support agentic commerce by allowing websites to verify that AI agents are acting on behalf of authenticated users. As AI programs increasingly browse websites and make purchases autonomously, ID verification tools are becoming essential to prevent fraud, spam, and misuse.

AgentKit relies on World ID, a system that generates a secure digital identity through biometric verification. Users obtain a verified ID by scanning their iris using a dedicated device, which converts the scan into an encrypted digital code. These ID verification tools are then used to confirm that transactions initiated by AI agents are linked to a real and unique individual.

The system integrates with the x402 protocol, a blockchain-based standard developed by Coinbase and Cloudflare, enabling automated transactions between systems. By combining this protocol with ID verification tools, websites can validate whether a human user authorises an AI agent before completing a purchase.

‘AgentKit is built as a complementary extension to the x402 v2 protocol, in coordination with Coinbase,’ the company said. ‘The integration is designed so that any website already using x402 can enable proof of unique human verification alongside (or instead of) micropayments.’

According to the company, the approach functions similarly to delegating authority to an AI agent, allowing platforms to decide whether to trust automated actions. These ID verification tools provide a layer of accountability, helping ensure that AI-driven transactions remain secure and traceable.

AgentKit is currently available in beta, with developers encouraged to test and refine the system. However, access depends on users obtaining a verified World ID, reinforcing the central role of biometric-based ID verification tools in the company’s ecosystem.

As agentic commerce expands across platforms such as Amazon and Mastercard, the need for trusted identity systems is becoming more urgent. By positioning its ID verification tools at the centre of this emerging market, the company aims to establish itself as a key provider of trust infrastructure for AI-powered digital transactions.

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Joint SEC and CFTC framework reshapes crypto oversight

The US Securities and Exchange Commission and the Commodity Futures Trading Commission issued joint guidance confirming that most crypto assets are not securities. Move marks a coordinated effort to clarify how digital assets are classified and regulated across the US.

New interpretation establishes a clearer framework, distinguishing between securities and commodities. While tokens linked to investment contracts may fall under securities laws, many assets can transition out of that category over time, reducing long-standing legal uncertainty.

Earlier approaches relied on enforcement and court rulings, leading to inconsistent treatment of similar assets. Updated guidance introduces defined categories, including utility tokens, stablecoins, collectables, and commodities, and aligns oversight between the two agencies.

Clearer rules are expected to support innovation and reduce compliance risks for firms. Guidance supports broader efforts to build a unified digital asset framework, advancing more predictable and structured crypto regulation in the US.

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UK announces £2.5 billion investment in AI and quantum technologies

Plans to accelerate technological leadership have been outlined by the HM Treasury and the Department for Science, Innovation and Technology, with a £2.5 billion investment targeting AI and quantum computing.

Ambition has been reinforced by Rachel Reeves, who positioned AI as a central driver of economic growth, alongside closer European ties and regional development. Strategy aims to secure the fastest adoption of AI across the G7 while supporting domestic innovation ecosystems.

Significant funding in the UK will be directed towards a Sovereign AI initiative, quantum infrastructure and research capacity. Plans include procurement of large-scale quantum systems and targeted investment in startups, helping companies scale while strengthening national capabilities in advanced technologies.

Expectations surrounding quantum computing are framed as transformative, with potential to reshape industries from healthcare to energy. Combined investment reflects a broader effort to align innovation policy with long-term economic growth and global competitiveness.

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Memory chip shortage could last until 2030, SK chairman warns

Chey Tae-won warned that the global memory chip shortage could last for years, with structural supply constraints likely to continue into the next decade. Speaking on the sidelines of Nvidia GTC 2026 in San Jose, he said limited wafer capacity remains a key bottleneck for the semiconductor industry.

‘The shortage stems from a lack of wafer capacity, and securing additional wafers takes at least four to five years,’ Chey said. ‘We expect the industry-wide supply shortfall to persist at over 20 percent through 2030.’

He added that SK Hynix is implementing initiatives such as adjusting production schedules and diversifying supplier partnerships to stabilise prices. CEO Kwak Noh-jung is expected to provide further details on these new steps to manage volatility linked to the memory chip shortage.

Despite growing pressure to expand manufacturing overseas, Chey stressed that the group will prioritise domestic production to better respond to the ongoing memory chip shortage. ‘Building capacity outside Korea takes the same amount of time, regardless of location,’ he said. ‘Korea already has the infrastructure in place, allowing for a much faster response.’

He also highlighted the challenges of building fabrication plants abroad, including the need for reliable electricity and water supplies, as well as access to skilled engineering talent.

On competition in the high-bandwidth memory market, Chey noted that rising demand driven by artificial intelligence is reshaping supply dynamics. ‘AI requires graphics processing units (GPUs), and GPUs require HBM. We will do our best,’ he said, while cautioning that excessive focus on HBM could worsen the memory chip shortage for conventional DRAM used in smartphones and personal computers.

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Stryker cyberattack wipes devices via Microsoft environment without malware

A major cyber incident has impacted Stryker Corporation, where attackers targeted its internal Microsoft environment and remotely wiped tens of thousands of employee devices without deploying traditional malware.

Access to systems was reportedly achieved through a compromised administrator account, allowing attackers to issue remote wipe commands via Microsoft Intune.

As a result, large parts of the company’s internal infrastructure were disrupted, with some services remaining offline and business operations affected.

Responsibility has been claimed by Handala, a group often associated with broader geopolitical cyber activity. The incident reflects a growing trend of cyber operations blending disruption, data theft and strategic messaging.

Despite the scale of the attack, the company confirmed that its medical devices and patient-facing technologies were not impacted.

The case highlights increasing risks linked to identity compromise and cloud-based management tools, where attackers can cause significant damage without relying on conventional malware techniques.

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