Dubai hosts launch of AI tools for university students

The UAE Ministry of Higher Education and Scientific Research has partnered with Microsoft to develop AI agents to help university students find jobs. The initiative was announced in Dubai during a major policy gathering in the UAE.

The collaboration in the UAE will use Microsoft Azure to build prototype AI agents supporting personalised learning and career navigation. Dubai-based officials said the tools are designed to align higher education with labour market needs in the UAE.

Four AI agents are being developed in the UAE, covering lifelong skills planning, personalised learning, course co creation and research alignment. Dubai remains central to the project as a hub for higher education innovation in the UAE.

Officials in the UAE said the partnership reflects national priorities around innovation and a knowledge based economy. Microsoft said Dubai offers an ideal environment to scale AI driven education tools across the UAE.

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Big Tech’s $600 billion AI spending spree spooks global investors

A based report highlights that major technology companies are planning to spend roughly $600 billion on AI-related capital expenditure in 2026, including data centres, AI hardware and infrastructure, which has unsettled global markets.

Shares of some big tech firms fell sharply on investor worries that such eye-wateringly high AI spending may not deliver near-term profits and could weaken traditional software sectors.

For example, Amazon’s share price slid after announcing a $200 billion capex plan, and other software and analytics stocks also saw significant declines.

Analysts say markets are no longer interpreting AI spending purely as a growth narrative; heightened caution reflects concerns that heavy investment may pull future earnings forward too aggressively or concentrate market leadership among a few mega-cap names, while broad profitability remains uncertain.

This investor unease has contributed to broader equity market weakness, with indices like the S&P 500 and tech weights under pressure as software and data services stocks face continued selling.

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New compliance-orchestrated blockchain model introduced by ZenithBlox

ZenithBlox has introduced Compliance-Orchestrated Blockchain Infrastructure (COBI), a governance-driven execution architecture designed to help regulated institutions adopt blockchain without compromising compliance oversight.

The system shifts away from transaction-centric blockchain models.

Enterprise adoption has faced regulatory friction, with estimates suggesting nearly 90% of pilots fail to reach production. COBI embeds institutional policy and regulatory controls directly into execution, ensuring transactions occur only after compliance validation.

The architecture operates through four layers covering process logic, compliance policy, system orchestration, and blockchain execution. Integrations span banking infrastructure, ERP platforms, and settlement networks without requiring system replacement.

Designed for financial and sovereign use cases, COBI supports cross-border payments, CBDCs, and tokenised assets. ZenithBlox is raising USD 8 million to scale deployments and certifications.

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User emails and phone numbers leaked in Substack security incident

Substack confirmed a data breach that exposed user email addresses and phone numbers. The company said passwords and financial information were not affected. The incident occurred in October and was later investigated.

Chief executive Chris Best told users the vulnerability was identified in February and has since been fixed, with an internal investigation now underway. The company has not disclosed the technical cause of the breach or why the intrusion went undetected for several months.

Substack also did not confirm how many users were affected or provide evidence showing whether the exposed data has been misused. Users were advised to remain cautious about unexpected emails and text messages following the incident.

The breach was first reported by TechCrunch, which said the company declined to provide further operational details. Questions remain around potential ransom demands or broader system access.

Substack reports more than 50 million active subscriptions, including 5 million paid users, and raised $100 million in Series C funding in 2025, led by BOND and The Chernin Group, with participation from Andreessen Horowitz and other investors.

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EU split widens over ban on AI nudification apps

European lawmakers remain divided over whether AI tools that generate non-consensual sexual images should face an explicit ban in the EU legislation.

The split emerged as debate intensified over the AI simplification package, which is moving through Parliament and the Council rather than remaining confined to earlier negotiations.

Concerns escalated after Grok was used to create images that digitally undressed women and children.

The EU regulators responded by launching an investigation under the Digital Services Act, and the Commission described the behaviour as illegal under existing European rules. Several lawmakers argue that the AI Act should name pornification apps directly instead of relying on broader legal provisions.

Lead MEPs did not include a ban in their initial draft of the Parliament’s position, prompting other groups to consider adding amendments. Negotiations continue as parties explore how such a restriction could be framed without creating inconsistencies within the broader AI framework.

The Commission appears open to strengthening the law and has hinted that the AI omnibus could be an appropriate moment to act. Lawmakers now have a limited time to decide whether an explicit prohibition can secure political agreement before the amendment deadline passes.

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MIT researchers unveil EnCompass for AI agent search

Researchers from MIT’s Computer Science and Artificial Intelligence Laboratory and Asari AI have introduced EnCompass, a framework designed to enhance how AI agents interact with large language models.

The system improves agent performance by automatically backtracking when errors occur and running multiple execution paths in parallel to identify the most effective outcome.

Programming AI agents traditionally requires extensive additional code to handle model mistakes. EnCompass removes that burden by embedding retry and search logic directly into execution.

Developers annotate key decision points, allowing the framework to explore alternative reasoning paths while preserving the agent’s original workflow structure.

Efficiency gains appear significant. Trials show coding effort for search implementation reduced by as much as 80%, while accuracy in code translation tasks improved between 15% and 40%.

Researchers demonstrated the framework’s ability to optimise repository translation and rule discovery across complex digital systems.

Future applications extend to large-scale software maintenance, scientific experimentation, and engineering design. Presented at NeurIPS, EnCompass positions structured search as key to advancing reliable, high-performance AI agent systems.

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Germany fines Amazon €59 million for abusing market power in seller pricing

The German competition authority has fined Amazon €59 million for abusing its dominant position by influencing the pricing behaviour of third-party sellers.

Regulators concluded that Amazon’s pricing algorithms and Fair Pricing Policy breached national digital dominance rules and the EU competition law, rather than aligning with fair marketplace standards.

The authority argued that Amazon competes directly with merchants on its platform while shaping their prices through restrictions such as caps that penalise sellers who exceed certain limits.

Officials described that approach as incompatible with healthy competition since a platform should not influence rivals’ commercial strategies while participating in the same market.

Amazon strongly disputed the ruling and claimed the conclusion conflicts with the EU consumer standards. The company argued that the decision forces the platform to promote prices that fail to reflect competitive market conditions and announced it will challenge the findings.

The case follows a 2025 preliminary assessment and builds on Amazon’s earlier designation in 2022 as a company of paramount significance for competition, a judgement upheld by the Federal Court of Justice in Germany in 2024.

A ruling that marks another step in Europe’s efforts to rein in digital platforms that wield extensive influence across multiple markets.

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Spain faces escalating battle with Telegram founder

The confrontation between Spain and Telegram founder Pavel Durov has intensified after he claimed that Pedro Sánchez endangered online freedoms.

Government officials responded that the tech executive spread lies rather than engage with the proposed rules in good faith. Sánchez argued that democracy would not be silenced by what he called the techno-oligarchs of the algorithm.

The dispute followed the unveiling of new measures aimed at major technology companies. The plan introduces a ban on social media use for under-16s and holds corporate leaders legally responsible when unlawful or hateful content remains online rather than being removed.

Platforms would also need to adopt age-verification tools such as ID checks or biometric systems, which Durov argued could turn Spain into a surveillance state by allowing large-scale data collection.

Tensions widened as Sánchez clashed with prominent US tech figures. Sumar urged all bodies linked to the central administration to leave X, a move that followed Elon Musk’s accusation that the Spanish leader was acting like a tyrant.

The row highlighted how Spain’s attempt to regulate digital platforms has placed its government in open conflict with influential technology executives.

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TikTok access restored as Albania adopts new protective filters

Albania has lifted its temporary ban on TikTok after nearly a year, the government announced, saying that concerns about public, social and digital safety have now been addressed and that access will resume nationwide.

The restriction was introduced in March 2025 following a fatal stabbing linked to a social media dispute and aimed to protect younger users instead of exposing them to harmful online content.

Under the new arrangement, authorities are partnering with TikTok to introduce protective filters based on keywords and content controls and to strengthen reporting mechanisms for harmful material.

The government described the decision as a shift from restrictive measures to a phase of active monitoring, inter-institutional cooperation, and shared responsibility with digital platforms.

Although the ban has now been lifted, a court challenge contends that the earlier suspension violated the constitutional right to freedom of expression, and a ruling is expected later in February. Opposition figures also criticised the original ban when it was applied ahead of parliamentary elections.

Despite the formal ban, TikTok remained accessible to many users in Albania through virtual private networks during the year it was in force, highlighting the challenge of enforcing such blocks in practice.

Critics have also noted that addressing the impact on youth may require broader digital education and safety measures.

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Claude Opus 4.6 sets new benchmark for enterprise AI

Anthropic has released Claude Opus 4.6, its most advanced AI model to date, introducing significant improvements in coding performance, reasoning depth, and long-context comprehension.

Engineering workflows stand to benefit from stronger debugging, code review, and better large-scale repository management, while agentic task execution now runs for more extended periods with greater reliability.

The model’s 1M token context window, now in beta, enables sustained reasoning across vast datasets and extended conversations. Performance gains span multiple benchmarks, leading in agentic coding, multidisciplinary reasoning, and high-value knowledge work.

Information retrieval in long documents has also improved, addressing persistent industry concerns around context degradation.

Operational capabilities extend beyond software development into enterprise productivity. Financial analysis, research, and document workflows gain direct support, with spreadsheet and presentation integrations enhancing daily business use.

Within Claude Code, newly introduced agent teams allow multiple AI agents to collaborate autonomously on complex workloads.

Safety remains central, with expanded evaluations showing low misalignment risk backed by interpretability research and cybersecurity safeguards. Additional tools- adaptive thinking, effort scaling, and context compaction- add flexibility for deploying long-running AI systems at scale.

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