Cyprus Sets Cap On Third-Country Students In Private Higher Education Institutions

In a significant policy shift, the Cypriot government has implemented a cap on the number of students from non-EU countries enrolled in private higher education institutions. This new regulation, ratified by the Cabinet, aims to strike a balance between attracting international talent and maintaining educational standards while ensuring adherence to national immigration policies. Effective from the academic year 2024-2025, the cap targets private institutions with high international-student ratios, reflecting Cyprus’ commitment to sustainable growth and quality education.

Rationale Behind the Cap

The decision to introduce this cap is multifaceted. Primarily, it aims to regulate the burgeoning number of international students to ensure that educational quality is not compromised. With a surge in third-country nationals seeking education in Cyprus, there has been growing concern about the capacity of private institutions to maintain high academic standards while accommodating an increasing number of students.

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Furthermore, this policy addresses immigration control, ensuring that the influx of students aligns with the country’s broader immigration and demographic strategies. By managing the number of international students, the government aims to streamline the integration process and avoid potential socio-economic imbalances.

Implementation and Impact

The cap will be enforced starting from the 2024-2025 academic year, giving institutions time to adjust their admission processes and align with the new regulations. The Ministry of Education, Sports, and Youth, in collaboration with the Ministry of Interior, will oversee the implementation, ensuring compliance and providing support to institutions during the transition period.

Institutions with a high proportion of third-country students will need to reassess their recruitment strategies and may need to diversify their student base. This shift could lead to enhanced collaboration with EU countries and increased efforts to attract students from within the European Union.

Broader Implications for the Education Sector

This policy is expected to have several implications for the Cypriot education sector. For one, it may prompt private institutions to invest more in facilities, faculty, and resources to attract a diverse student body and maintain competitive standards. Additionally, the cap could encourage a more balanced distribution of international students across various institutions, promoting healthy competition and innovation in the education sector.

Moreover, the cap is part of Cyprus’s broader strategy to enhance the quality of higher education, making it a more attractive destination for high-calibre students globally. By ensuring that private institutions can offer top-notch education without being overwhelmed by numbers, Cyprus aims to solidify its reputation as a hub for quality higher education.

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Meta Unveils 816 Billion-Parameter AI Model For Mac, But It Requires 1TB Of RAM

by THEFUTURE.TEAM

October 16, 2026

Meta has introduced what it describes as the most capable open-weight AI model available in the United States, making a strategic bet on Apple’s Mac ecosystem. The release reflects the company’s ambition to strengthen its position in open AI while bringing advanced models into professional development and creative workflows.

A Powerful Model With High Hardware Requirements

Called Muse Spark Open, the model has 816 billion parameters and a context window of 1 million tokens. Meta said benchmark results published on Thursday show it outperforming other widely used open-weight systems across key evaluations.

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Natively multimodal, Muse Spark Open is designed for complex coding and agentic tasks, extending beyond conventional chatbot use. However, local deployment requires substantial computing power. According to Engadget, the model needs at least 1TB of RAM, with the best performance expected on a Mac Studio equipped with Apple’s M5 Ultra chip. These requirements may limit local use to developers and organisations with access to high-end hardware.

Built For Real-World Development

Meta has paired Muse Spark Open with Muse Code, its AI coding terminal, and tested it across agentic workflows. In one project, the model helped develop a Mastodon client, handling bug fixes, new features and the build process.

The company also deployed the model in DaVinci Resolve, the professional video-editing platform, where it reviewed and cropped footage. These examples demonstrate Meta’s aim to position open-weight AI as a tool for practical production work, from software development to creative tasks, rather than just research demonstrations.

The Strategic Case For Open-Weight AI

Open-weight models give developers and organisations greater flexibility to customise AI, integrate it into internal tools and build specialised workflows. Depending on deployment, they can also reduce costs and provide more control over infrastructure than relying entirely on proprietary services.

However, access to model weights does not eliminate the cost of running advanced AI. Muse Spark Open’s reported memory requirements could make API access a more practical option for many developers than local deployment.

Expanding Access Beyond Mac Hardware

Meta is making Muse Spark Open available through multiple API platforms, allowing developers to use the model without running it on their own machines. This broadens access beyond users with high-end Mac hardware while retaining the option of local deployment for those able to support it.

The release combines Meta’s push to strengthen its position in the open-weight AI ecosystem with a focus on professional users. Wider adoption will depend on the model’s performance, practical usefulness and the resources required to run it.

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