Interdisciplinary approaches Archives | Page 89 of 194

EU survey shows strong public backing for digital literacy in schools

A new Eurobarometer survey finds that Europeans want digital skills to hold the same status in schools as reading, mathematics and science.

Citizens view digital competence as essential for learning, future employment and informed participation in public life.

Nine in ten respondents believe that schools should guide pupils on how to handle the harmful effects of digital technologies on their mental health and well-being, rather than treating such issues as secondary concerns.

Most Europeans also support a more structured approach to online information. Eight in ten say digital literacy helps them avoid misinformation, while nearly nine in ten want teachers to be fully prepared to show students how to recognise false content.

A majority continues to favour restrictions on smartphones in schools, yet an even larger share supports the use of digital tools specifically designed for learning.

More than half find that AI brings both opportunities and risks for classrooms, which they believe should be examined in greater depth.

Almost half want the EU to shape standards for the use of educational technologies, including rules on AI and data protection.

The findings will inform the European Commission’s 2030 Roadmap on digital education and skills, scheduled for release next year as part of the Union of Skills initiative.

A survey carried out across all member states reflects a growing expectation that digital education should become a central pillar of Europe’s teaching systems, rather than an optional enhancement.

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Seven teams advance in XPRIZE contest backed by Google

XPRIZE has named seven finalist teams in its three-year, $5 million Quantum Applications competition, a global challenge backed by Google Quantum AI, Google.org, and GESDA to accelerate real-world quantum computing use cases.

Selected from 133 submissions, the finalists are developing quantum algorithms that could outperform classical systems on practical tasks linked to sustainability, science, and industry. They will share a $1 million prize at this stage, ahead of a $4 million award pool in 2027.

Google says the competition supports its goal of finding concrete problems where quantum systems can beat leading classical methods. The finalists span materials science, chemistry, optimisation, and biomedical modelling, showing growing momentum behind application-driven research.

The teams include Calbee Quantum, Gibbs Samplers, Phasecraft’s materials group, QuMIT, Xanadu, Q4Proteins, and QuantumForGraphproblem, each proposing algorithms with potential impact ranging from clean-energy materials and advanced semiconductors to drug discovery and molecular analysis.

Finalists now proceed to Phase II, which focuses on benchmarking against classical tools, assessing feasibility, and demonstrating pathways to real-world advantage. A wildcard round in 2026 will offer re-entry for other teams.

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Multimodal AI reveals new immune patterns across cancer types

A recent study examined the capabilities of GigaTIME, a multimodal AI framework that models the tumour immune microenvironment by converting routine H and E slides into virtual multiplex immunofluorescence images.

Researchers aimed to solve long-standing challenges in profiling tumour ecosystems by using a scalable and inexpensive technique instead of laboratory methods that require multiple samples and extensive resources.

The study focused on how large image datasets could reveal patterns of protein activity that shape cancer progression and therapeutic response.

GigaTIME was trained on millions of matched cells and applied to more than fourteen thousand slides drawn from a wide clinical network. The system generated nearly 300.000 virtual images and uncovered over 1000 associations between protein channels and clinical biomarkers.

Spatial features such as sharpness, entropy and signal variability were often more informative than density alone, revealing immune interactions that differ strongly across cancer types.

When tested on external tumour collections, the framework maintained strong performance and consistently exceeded the results of comparator models.

The study reported that GigaTIME could identify patterns linked to tumour invasion, survival and stage. Protein combinations offered a clearer view of immune behaviour than single markers, and the virtual signatures aligned with known and emerging genomic alterations.

Certain proteins were easier to infer than others, which reflected structural differences at the cellular level rather than model limitations. The research also suggested that immune evasion mechanisms may shift during advanced disease, altering how proteins such as PD-L1 contribute to tumour progression.

The authors argued that virtual multiplex imaging could expand access to spatial proteomics for both research and clinical practice.

Wider demographic representation and broader protein coverage are necessary for future development, yet the approach demonstrated clear potential to support large population studies instead of the restricted datasets produced through traditional staining methods.

Continued work seeks to build a comprehensive atlas and refine cell-level segmentation to deepen understanding of immune and tumour interactions.

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Pinterest’s generative tools showcased in AWS report

AWS has released a new case study showing how Pinterest scaled into an AI-powered discovery platform, emphasising the cloud provider’s role in supporting rapid growth and responsible use of generative tools across the service.

AWS says Pinterest now serves around 600 million users and relies on cloud infrastructure to process large visual datasets. Its systems analyse terabytes of content each day and generate high volumes of personalised suggestions across search, shopping, and inspiration features.

The case study details Pinterest’s move from early machine-learning models to multimodal and generative systems built on AWS. It highlights Canvas for image enhancement, improved visual search, and the conversational Pinterest Assistant.

AWS also points to Pinterest’s use of Amazon EKS, EC2 GPU instances, and Bedrock-powered moderation tools as a full-stack approach to responsible AI. Pinterest states that these systems help maintain a safe and positive environment while supporting new commercial and creative features.

AWS cites recent performance metrics as evidence of effective scaling, noting gains in revenue, user activity, and search quality. The company presents the case study as evidence that cloud-based AI infrastructure can support innovation on a global scale.

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Norges Bank says digital krone not required for now

Norway’s central bank has concluded that a central bank digital currency is not needed for now, ending several years of research and reaffirming that the country’s existing payment system remains secure, efficient, and widely used.

Norges Bank stated that it found no current requirement for a digital krone to maintain confidence in payments. Cash usage in Norway is among the lowest globally, but authorities argue the present system continues to serve consumers, merchants, and banks effectively.

The decision is not final. Governor Ida Wolden Bache said the assessment reflects timing rather than a rejection of CBDCs, noting the bank could introduce one if conditions change or if new risks emerge in the domestic payments landscape.

Norges Bank continues to examine both retail and wholesale models under the broader EU AI Act framework for digital resilience. It also sees potential in tokenisation, which could deliver efficiency gains and lower settlement risk even if a full CBDC is not introduced.

Experiments with tokenised platforms will continue in collaboration with industry partners. At the same time, the bank prepares a new report for early next year and monitors international work on shared digital currency infrastructure, including a possible digital €.

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Adobe brings its leading creative tools straight into ChatGPT

Yesterday, Adobe opened a new chapter for digital creativity by introducing Photoshop, Adobe Express and Adobe Acrobat inside ChatGPT.

The integration gives 800 million weekly users direct access to trusted creative and productivity tools through a conversational interface. Adobe aims to make creative work easier for newcomers by linking its technology to simple written instructions.

Photoshop inside ChatGPT offers selective edits, tone adjustments and creative effects, while Adobe Express brings quick design templates and animation features to people who want polished content without switching between applications.

Acrobat adds powerful document controls, allowing users to organise, edit or redact PDFs inside the chat. Each action blends conversation with Adobe’s familiar toolsets, giving users either simple text-driven commands or fine control through intuitive sliders.

The launch reflects Adobe’s broader investment in agentic AI and its Model Context Protocol. Earlier releases such as Acrobat Studio and AI Assistants for Photoshop and Adobe Express signalled Adobe’s ambition to expand conversational creative experiences.

Adobe also plans to extend an upcoming Firefly AI Assistant across multiple apps to support faster movement from an idea to a finished design.

All three apps are now available to ChatGPT users on desktop, web and iOS, with Android support expanding soon. Adobe positions the integration as an entry point for new audiences who may later move into the full desktop versions for deeper control.

The company expects the partnership to widen access to creative expression by letting anyone edit images, produce designs or transform documents simply by describing what they want to achieve.

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EU proposes easing environmental rules for datacentres and housing

The European Commission has proposed a significant overhaul of environmental rules, potentially exempting datacentres, AI facilities, and affordable housing from mandatory impact assessments.

Member states would retain discretion over whether such projects require full environmental scrutiny, as part of a broader plan to expedite permitting and reduce reporting obligations for businesses.

The package also repeals a hazardous chemical database, eases polluter obligations, and moves environmental management rules from individual plants to whole companies. The commission states that the changes could save firms €1 billion annually, but green groups warn of potential costs to health and biodiversity.

The proposals align with plans to modernise the EU electricity grid and new climate targets to reduce emissions by 90% compared to 1990. Experts have cautioned that loopholes allowing international carbon credits could weaken domestic emissions reductions.

Corporate sustainability laws are also being scaled back. The revised rules limit the number of companies covered, postpone compliance deadlines to 2029, and remove obligations to implement climate transition plans.

Business lobby groups have welcomed the changes as a more realistic approach to corporate social responsibility and due diligence.

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Vietnam passes first AI law to strict safeguards

Vietnam’s National Assembly has passed its first AI Law, advancing the regulation and development of AI nationwide. The legislation was approved with overwhelming support, alongside amendments to the Intellectual Property Law and a revised High Technology Law.

The AI Law will take effect on March 1, 2026.

The law establishes core principles, prohibits certain acts, and outlines a risk management framework for AI systems. The law combines safeguards for high-risk AI with incentives for innovation, including sandbox testing, a National AI Development Fund, and startup vouchers.

AI oversight will be centralised under the Government, led by the Ministry of Science and Technology, with assessments needed only for high-risk systems approved by the Prime Minister. The law allows real-time updates to this list to keep pace with technological advances.

Flexible provisions prevent obsolescence by avoiding fixed technology lists or rigid risk classifications. Lawmakers emphasised the balance between regulation and innovation, aiming to create a safe yet supportive environment for AI growth in Vietnam.

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Global network strengthens AI measurement and evaluation

Leaders around the world have committed to strengthening the scientific measurement and evaluation of AI following a recent meeting in San Diego.

Representatives from major economies agreed to intensify collaboration under the newly renamed International Network for Advanced AI Measurement, Evaluation and Science.

The UK has assumed the role of Network Coordinator, guiding efforts to create rigorous, globally recognised methods for assessing advanced AI systems.

A network that includes Australia, Canada, the EU, France, Japan, Kenya, the Republic of Korea, Singapore, the UK and the US, promoting shared understanding and consistent evaluation practices.

Since its formation in November 2024, the Network has fostered knowledge exchange to align countries on AI measurement and evaluation best practices. Boosting public trust in AI remains central, unlocking innovations, new jobs, and opportunities for businesses and innovators to expand.

The recent San Diego discussions coincided with NeurIPS, allowing government, academic and industry stakeholders to collaborate more deeply.

AI Minister Kanishka Narayan highlighted the importance of trust as a foundation for progress, while Adam Beaumont, Interim Director of the AI Security Institute, stressed the need for global approaches to testing advanced AI.

The Network aims to provide practical and rigorous evaluation tools to ensure the safe development and deployment of AI worldwide.

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OpenAI launches training courses for workers and teachers

OpenAI has unveiled two training courses designed to prepare workers and educators for careers shaped by AI. The new AI Foundations course is delivered directly inside ChatGPT, enabling learners to practise tasks, receive guidance, and earn a credential that signals job-ready skills.

Employers, including Walmart, John Deere, Lowe’s, BCG and Accenture, are among the early adopters. Public-sector partners in the US are also joining pilots, while universities such as Arizona State and the California State system are testing certification pathways for students.

A second course, ChatGPT Foundations for Teachers, is available on Coursera and is designed for K-12 educators. It introduces core concepts, classroom applications and administrative uses, reflecting growing teacher reliance on AI tools.

OpenAI states that demand for AI skills is increasing rapidly, with workers trained in the field earning significantly higher salaries. The company frames the initiative as a key step toward its upcoming jobs platform.

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