Sustainable development

Research warns of AI driven burnout risks

Generative AI is not reducing workloads as widely expected but intensifying them, according to new workplace research. Findings suggest productivity gains are being offset by expanding responsibilities and longer working hours.

An eight-month study at a US tech firm found employees worked faster, took on broader tasks, and extended working hours. AI tools enabled staff to take on duties beyond their roles, including coding, research, and technical problem-solving.

Researchers identified three pressure points driving intensification: task expansion, blurred work-life boundaries, and increased multitasking. Workers used AI during breaks and off-hours while juggling parallel tasks, increasing cognitive load.

Experts warn that the early productivity surge may mask burnout, fatigue, and declining work quality. Organisations are now being urged to establish structured ‘AI practices’ to regulate usage, protect focus, and maintain sustainable productivity.

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Enterprise AI security evolves as Cisco expands AI Defense capabilities

Cisco has announced a major update to its AI Defense platform as enterprise AI evolves from chat tools into autonomous agents. The company says AI security priorities are shifting from controlling outputs to protecting complex agent-driven systems.

The update strengthens end-to-end AI supply chain security by scanning third-party models, datasets, and tools used in development workflows. New inventory features help organisations track provenance and governance across AI resources.

Cisco has also expanded algorithmic red teaming through an upgraded AI Validation interface. The system enables adaptive multi-turn testing and aligns security assessments with NIST, MITRE, and OWASP frameworks.

Runtime protections now reflect the growing autonomy of AI agents. Cisco AI Defense inspects agent-to-tool interactions in real time, adding guardrails to prevent data leakage and malicious task execution.

Cisco says the update responds to the rapid operationalisation of AI across enterprises. The company argues that effective AI security now requires continuous visibility, automated testing, and real-time controls that scale with autonomy.

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EMFA guidance sets expectations for Big Tech media protections

The European Commission has issued implementation guidelines for Article 18 of the European Media Freedom Act (EMFA), setting out how large platforms must protect recognised media content through self-declaration mechanisms.

Article 18 has been in effect for 6 months, and the guidance is intended to translate legal duties into operational steps. The European Broadcasting Union welcomed the clarification but warned that major platforms continue to delay compliance, limiting media organisations’ ability to exercise their rights.

The Commission says self-declaration mechanisms should be easy to find and use, with prominent interface features linked to media accounts. Platforms are also encouraged to actively promote the process, make it available in all EU languages, and use standardised questionnaires to reduce friction.

The guidance also recommends allowing multiple accounts in one submission, automated acknowledgements with clear contact points, and the ability to update or withdraw declarations. The aim is to improve transparency and limit unilateral moderation decisions.

The guidelines reinforce the EMFA’s goal of rebalancing power between platforms and media organisations by curbing opaque moderation practices. The impact of EMFA will depend on enforcement and ongoing oversight to ensure platforms implement the measures in good faith.

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US lawsuits target social media platforms for deliberate child engagement designs

A landmark trial has begun in Los Angeles, accusing Meta and Google’s YouTube of deliberately addicting children to their platforms.

The case is part of a wider series of lawsuits across the US seeking to hold social media companies accountable for harms to young users. TikTok and Snap settled before trial, leaving Meta and YouTube to face the allegations in court.

The first bellwether case involves a 19-year-old identified as ‘KGM’, whose claims could shape thousands of similar lawsuits. Plaintiffs allege that design features were intentionally created to maximise engagement among children, borrowing techniques from slot machines and the tobacco industry.

A trial that may see testimony from executives, including Meta CEO Mark Zuckerberg, and could last six to eight weeks.

Social media companies deny the allegations, emphasising existing safeguards and arguing that teen mental health is influenced by numerous factors, such as academic pressure, socioeconomic challenges and substance use, instead of social media alone.

Meta and YouTube maintain that they prioritise user safety and privacy while providing tools for parental oversight.

Similar trials are unfolding across the country. New Mexico is investigating allegations of sexual exploitation facilitated by Meta platforms, while Oakland will hear cases representing school districts.

More than 40 state attorneys general have filed lawsuits against Meta, with TikTok facing claims in over a dozen states. Outcomes could profoundly impact platform design, regulation and legal accountability for youth-focused digital services.

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AI governance takes focus at UN security dialogue

The UN will mark the fourth International Day for the Prevention of Violent Extremism Conducive to Terrorism on 12 February 2026 with a high-level dialogue focused on AI. The event will examine how emerging technologies are reshaping both prevention strategies and extremist threats.

Organised by the UN Office of Counter-Terrorism in partnership with the Republic of Korea’s UN mission, the dialogue will take place at UN Headquarters in New York. Discussions will bring together policymakers, technology experts, civil society representatives, and youth stakeholders.

A central milestone will be the launch of the first UN Practice Guide on Artificial Intelligence and Preventing and Countering Violent Extremism. The guide offers human rights-based advice on responsible AI use, addressing ethical, governance, and operational risks.

Officials warn that AI-generated content, deepfakes, and algorithmic amplification are accelerating extremist narratives online. Responsibly governed AI tools could enhance early detection, research, and community prevention efforts.

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EU telecom simplification at risk as Digital Networks Act adds extra admin

The ambitions of the EU to streamline telecom rules are facing fresh uncertainty after a Commission document indicated that the Digital Networks Act may create more administrative demands for national regulators instead of easing their workload.

The plan to simplify long-standing procedures risks becoming more complex as officials examine the impact on oversight bodies.

Concerns are growing among telecom authorities and BEREC, which may need to adjust to new reporting duties and heightened scrutiny. The additional requirements could limit regulators’ ability to respond quickly to national needs.

Policymakers hoped the new framework would reduce bureaucracy and modernise the sector. The emerging assessment now suggests that greater coordination at the EU level may introduce extra layers of compliance at a time when regulators seek clarity and flexibility.

The debate has intensified as governments push for faster network deployment and more predictable governance. The prospect of heavier administrative tasks could slow progress rather than deliver the streamlined system originally promised.

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Coal reserves could help Nigeria enter $650 billion AI economy

Nigeria has been advised to develop its coal reserves to benefit from the rapidly expanding global AI economy. A policy organisation said the country could capture part of the projected $650 billion AI investment by strengthening its energy supply capacity.

AI infrastructure requires vast and reliable electricity to power data centres and advanced computing systems. Technology companies worldwide are increasing energy investments as competition intensifies and demand for computing power continues to grow rapidly.

Nigeria holds nearly five billion metric tonnes of coal, offering a significant opportunity to support global energy needs. Experts warned that failure to develop these resources could result in major economic losses and missed industrial growth.

The organisation also proposed creating a national corporation to convert coal into high-value energy and industrial products. Analysts stressed that urgent government action is needed to secure Nigeria’s position in the emerging AI-driven economy.

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Discord expands teen-by-default protection worldwide

Discord is preparing a global transition to teen-appropriate settings that will apply to all users unless they confirm they are adults.

The phased rollout begins in early March and forms part of the company’s wider effort to offer protection tailored to younger audiences rather than relying on voluntary safety choices. Controls will cover communication settings, sensitive content and access to age-restricted communities.

The update is based on an expanded age assurance system designed to protect privacy while accurately identifying users’ age groups. People can use facial age estimation on their own device or select identity verification handled by approved partners.

Discord will also rely on an age-inference model that runs quietly in the background. Verification results remain private, and documents are deleted quickly, with users able to appeal group assignments through account settings.

Stricter defaults will apply across the platform. Sensitive media will stay blurred unless a user is confirmed as an adult, and access to age-gated servers or commands will require verification.

Message requests from unfamiliar contacts will be separated, friend-request alerts will be more prominent and only adults will be allowed to speak on community stages instead of sharing the feature with teens.

Discord is complementing the update by creating a Teen Council to offer advice on future safety tools and policies. The council will include up to a dozen young users and aims to embed real teen insight in product development.

The global rollout builds on earlier launches in the UK and Australia, adding to an existing safety ecosystem that includes Teen Safety Assist, Family Centre, and several moderation tools intended to support positive and secure online interactions.

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Study questions reliability of AI medical guidance

AI chatbots are not yet capable of providing reliable health advice, according to new research published in the journal Nature Medicine. Findings show users gain no greater diagnostic accuracy from chatbots than from traditional internet searches.

Researchers tested nearly 1,300 UK participants using ten medical scenarios, ranging from minor symptoms to conditions requiring urgent care. Participants were assigned to use either OpenAI’s GPT-4o, Meta’s Llama 3, Command R+, or a standard search engine to assess symptoms and determine next steps.

Chatbot users identified their condition about one-third of the time, with only 45 percent selecting the correct medical response. Performance levels matched those relying solely on search engines, despite AI systems scoring highly on medical licensing benchmarks.

Experts attributed the gap to communication failures. Users often provided incomplete information or misinterpreted chatbot guidance.

Researchers and bioethicists warned that growing reliance on AI for medical queries could pose public health risks without professional oversight.

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New York weighs pause on data centre expansion

Lawmakers in New York have introduced a bill proposing a three year pause on permits for new data centres. Supporters say rapid expansion linked to AI infrastructure risks straining energy systems in New York.

Concerns in New York focus on rising electricity demand and higher household bills as tech companies scale AI operations. Critics across the US argue local communities bear the cost of supporting large scale computing facilities.

The New York proposal has drawn backing from environmental groups and politicians in the US who want time to set stricter rules. US senator Bernie Sanders has also called for a nationwide halt on new data centres.

Officials in New York say the pause would allow stronger policies on grid access and fair cost sharing. The debate reflects wider US tension between economic growth driven by AI and environmental limits.

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