UNESCO links AI development with climate responsibility

UNESCO has renewed calls for stronger international cooperation to ensure AI supports rather than undermines climate goals, as environmental pressures linked to AI continue to grow.

The message was delivered at the Adopt AI Summit in Paris, where sustainability and ethics featured prominently in discussions on future AI development.

At a Grand Palais panel, policymakers, industry leaders, and UN officials examined AI’s growing energy, water, and computing demands. The discussion focused on balancing AI’s climate applications with the need to reduce its environmental footprint.

Public sector representatives highlighted policy tools such as funding priorities and procurement rules to encourage more resource-efficient AI.

UNESCO officials stressed that energy-efficient AI must remain accessible to lower-income regions, mainly for water management and climate resilience.

Industry voices highlighted practical steps to improve AI efficiency while supporting internal sustainability goals. Participants agreed that coordinated action among governments, businesses, international organisations, and academia is essential for meaningful environmental impact.

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OECD says generative AI reshapes education with mixed results

Generative AI has rapidly entered classrooms worldwide, with students using chatbots for assignments and teachers adopting AI tools for lesson planning. Adoption has been rapid, driven by easy access, intuitive design, and minimal technical barriers.

A new OECD Digital Education Outlook 2026 highlights both opportunities and risks linked to this shift. AI can support learning when aligned with clear goals, but replacing productive struggle may weaken deep understanding and student focus.

Research cited in the report suggests that general-purpose AI tools may improve the quality of written work without boosting exam performance. Education-specific AI grounded in learning science appears more effective as a collaborative partner or research assistant.

Early trials also indicate that GenAI-powered tutoring tools can enhance teacher capacity and improve student outcomes, particularly in mathematics. Policymakers are urged to prioritise pedagogically sound AI that is rigorously evaluated to strengthen learning.

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Gemini flaw exposed Google Calendar data through hidden prompts

A vulnerability in Google Calendar allowed attackers to bypass privacy controls by embedding hidden instructions in standard calendar invitations. The issue exploited how Gemini interprets natural language when analysing user schedules.

Researchers at Miggo found that malicious prompts could be placed inside event descriptions. When Gemini scanned calendar data to answer routine queries, it unknowingly processed the embedded instructions.

The exploit used indirect prompt injection, a technique in which harmful commands are hidden within legitimate content. The AI model treated the text as trusted context rather than a potential threat.

In the proof-of-concept attack, Gemini was instructed to summarise a user’s private meetings and store the information in a new calendar event. The attacker could then access the data without alerting the victim.

Google confirmed the findings and deployed a fix after responsible disclosure. The case highlights growing security risks linked to how AI systems interpret natural language inputs.

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New IBM offering blends expert teams and AI digital workers for enterprise scale

IBM has unveiled a new consulting service designed to help organisations deploy and scale enterprise AI by pairing human experts with digital workers powered by AI.

The approach aims to address common challenges in AI adoption, such as skills gaps, governance, and integration with legacy systems, by combining domain expertise with automated AI capabilities that can execute repetitive and data-intensive tasks.

The service positions digital workers as extensions of human teams, enabling enterprises to accelerate workflows across areas such as finance, supply chain, customer service and IT operations. IBM emphasises that human specialists remain central to strategy, oversight and ethical use of AI, while digital workers support execution and scalability.

The offering includes guidance on governance frameworks, model choice, data architecture and change management to ensure responsible, secure and efficient deployment of AI technologies at scale.

IBM’s hybrid model reflects a broader industry trend toward human-AI collaboration, where AI amplifies professional capabilities while preserving human decision-making and oversight.

The company believes this will help organisations achieve measurable business outcomes faster than traditional AI implementations that rely solely on technology teams.

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Cloudflare expands open-source strategy with Astro framework team

The team behind the Astro web framework is joining Cloudflare, strengthening long-term support for open-source tools used to build fast, content-driven websites.

Major brands and developers widely use Astro to create pages that load quickly by limiting the amount of JavaScript that runs during initial rendering, improving performance and search visibility.

Cloudflare said Astro will remain open source and continue to be developed independently, ensuring long-term stability for the framework and its global user community.

Astro’s creators said the move will allow faster development and broader infrastructure support, while keeping the framework available to developers regardless of hosting provider.

The company added that Astro already underpins platforms such as Webflow and Wix, and that recent updates have expanded runtime support and improved build speeds.

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South Korea faces mounting pressure from US AI chip tariffs

New US tariffs on advanced AI chips are drawing scrutiny over their impact on global supply chains, with South Korea monitoring potential effects on its semiconductor industry.

The US administration has approved a 25 percent tariff on advanced chips that are imported into the US and then re-exported to third countries. The measure is widely seen as aimed at restricting the flow of AI accelerators to China.

The tariff thresholds are expected to cover processors such as Nvidia’s H200 and AMD’s MI325X, which rely on high-bandwidth memory supplied by Samsung Electronics and SK hynix.

Industry officials say most memory exports from South Korea to the US are used in domestic data centres, which are exempt under the proclamation, reducing direct exposure for suppliers.

South Korea’s trade ministry has launched consultations with industry leaders and US counterparts to assess risks and ensure Korean firms receive equal treatment to competitors in Taiwan, Japan and the EU.

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FDA clears AI software for fetal ultrasound

BioticsAI has received FDA approval for its AI software that detects fetal abnormalities in ultrasound images. The technology aims to improve diagnostic accuracy and clinical workflows.

Founded by CEO Robhy Bustami, the company applies computer vision to enhance ultrasound quality and automated reporting. Development focused on consistent performance across diverse patient populations.

The software helps assess image quality and anatomical completeness, and generates automated reports. Bustami emphasised the importance of reliable performance for high-risk demographics.

With regulatory approval, BioticsAI plans nationwide adoption across health systems. Additional features for fetal medicine and reproductive health are also under development.

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AI guidance released for UK tax professionals by leading bodies

Several UK professional organisations for tax practitioners, including the Chartered Institute of Taxation (CIOT) and the Society of Trust and Estate Practitioners (STEP), have published new AI guidance for members.

The documents aim to help tax professionals understand how to adopt AI tools securely and responsibly while maintaining professional standards and compliance with legal and regulatory frameworks.

The guidance stresses that members should be aware of risks associated with AI, including data quality, bias, model limitations and the need for human oversight. It encourages firms to implement robust governance, clear policies on use, appropriate training and verification processes where outputs affect client advice or statutory obligations.

By highlighting best practices, the professional bodies seek to balance the benefits of generative AI, such as improved efficiency and research assistance, with ethical considerations and core professional responsibilities.

The guidance also points to data-protection obligations under UK law and the importance of maintaining client confidentiality when using third-party AI systems.

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Why AI adoption trails in South Africa

South Africa’s rate of AI implementation is roughly half that of the US, according to insights from Specno. Analysts attribute the gap to shortages in skills, weak data infrastructure and limited alignment between AI projects and core business strategy.

Despite moderate AI readiness levels, execution remains a major challenge across South African organisations. Skills shortages, insufficient workforce training and weak organisational readiness continue to prevent AI systems from moving beyond pilot stages.

Industry experts say many executives recognise the value of AI but struggle to adopt it in practice. Constraints include low IT maturity, risk aversion and organisational cultures that resist large-scale transformation.

By contrast, companies in the US are embedding AI into operations, talent development and decision-making. Analysts say South Africa must rapidly improve executive literacy, data ecosystems and practical skills to close the gap.

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Irish government eyes leadership role in AI innovation after US visit

Irish Tánaiste Simon Harris said that AI is no longer a distant concept but is already integrated into everyday life and economic systems, following a visit to California where he discussed technology and innovation with business and political leaders.

He described the current period as an ‘AI moment’ and stressed that Ireland has an opportunity to lead in the next wave of technological development.

Harris announced that Ireland will host a dedicated AI summit to explore how the opportunities presented by AI can benefit all sections of society, highlighting the need for trust, responsibility and confidence in how the technology is adopted.

He cautioned that harms can arise without proper governance, pointing to recent controversies over deepfakes and the misuse of AI tools as examples of risks policymakers must address.

His comments come amid broader efforts to strengthen Ireland’s economic and innovation ties with the United States, including meetings with California officials and global tech companies during his official visit.

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