MIT develops AI framework to test ethics in autonomous systems

Researchers at MIT have introduced a new framework designed to evaluate the ethical impact of autonomous systems used in high-stakes environments. The approach aims to identify cases where AI-driven decisions may be technically efficient but fail to meet fairness expectations.

Growing reliance on AI in areas such as energy distribution and traffic management has raised concerns about unintended bias. Cost-optimised systems can still disadvantage communities, especially when ethical factors are hard to measure.

The framework, known as SEED-SET, separates objective performance metrics from subjective human values. A large language model is used to simulate stakeholder preferences, enabling the system to compare scenarios and detect where outcomes diverge from ethical expectations.

Testing shows the method generates more relevant scenarios while reducing manual analysis. Findings highlight its potential to improve transparency and support more balanced decision-making before AI systems are deployed.

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Experts warn YouTube AI slop harms children and demand action

Fairplay and more than 200 experts have urged YouTube to address the spread of ‘AI slop’ targeting children. The letter was sent to Sundar Pichai and Neal Mohan, along with a petition.

The signatories state that AI-generated videos harm children’s development by distorting reality and overwhelming learning processes. They also warn that such content captures attention and is being recommended to young users, including infants and toddlers.

The letter cites findings that 40% of videos following shows like Cocomelon contained AI-generated content. It also states that 21% of Shorts recommendations included similar material, and misleading science videos were shown to older children.

Fairplay and its partners propose measures, including labelling AI content and banning it from YouTube Kids. They also call for restrictions on recommendations to under-18s and for tools that allow parents to turn off such content.

The initiative was organised by Fairplay and supported by organisations and experts, including Jonathan Haidt. The group says platforms must ensure content is safe and appropriate for children.

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UK expands efforts to boost digital inclusion

More than one million people have been helped to get online through a national digital inclusion plan led by the Department for Science, Innovation and Technology. The initiative targets groups including older people, jobseekers and rural communities.

The programme has delivered over 22,000 donated devices and funded more than 80 local projects with £11.9 million. Support includes improved connectivity, access to affordable services and training to build essential digital skills.

Efforts also focus on strengthening long-term capabilities, with the government taking control of the national digital skills framework. Updates will reflect changing needs, such as online safety and the growing role of AI in everyday life.

British officials say the plan is helping people find work, manage finances and access services more easily. Further expansion is expected as authorities work with industry and charities to reach more communities.

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France moves toward social media restrictions for children under 15

Legislative efforts in France signal a shift toward stricter governance of youth access to digital platforms, with policymakers preparing to debate a ban on social media use for children under 15.

A proposal that forms part of a broader strategy to address concerns over online harms and excessive screen exposure among adolescents.

The draft law in France extends beyond access restrictions, proposing a digital curfew for older teenagers and expanding existing school phone bans to include high schools.

These measures reflect increasing reliance on regulatory intervention instead of voluntary platform safeguards, as evidence links prolonged digital engagement with risks such as cyberbullying, disrupted sleep patterns and exposure to harmful content.

Political backing for the initiative has emerged from figures aligned with Emmanuel Macron, reinforcing the government’s position that stronger oversight of digital environments is necessary. The proposal also mirrors developments in Australia, where similar restrictions have already entered into force.

A debate that is further influenced by legal actions targeting major platforms, including TikTok and Meta, amid allegations that algorithmic systems contribute to harmful user experiences.

The outcome of the parliamentary discussions in France is expected to shape future approaches to child safety, platform accountability and digital rights governance across Europe.

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Dutch court bans harmful Grok AI-generated images

A judge in Amsterdam has ordered AI chatbot Grok and platform X to stop generating and distributing explicit deepfake images. The ruling targets so-called ‘undressing’ content and illegal material involving minors.

The case was brought by Offlimits, which argued that safeguards were failing. The Dutch judges found sufficient evidence that harmful images could still be created despite existing restrictions.

The court imposed a penalty of €100,000 per day for violations, with a maximum of €10 million. Access to Grok on X must also be suspended if the system does not comply with the order.

The decision highlights growing legal pressure on AI platforms to control the misuse of generative tools. Regulators and courts are increasingly demanding stronger protections against online abuse and illegal content.

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California challenges federal approach with new AI rules

The government of California is advancing a more interventionist approach to AI governance, signalling a divergence from federal deregulatory preferences.

An executive order signed by Gavin Newsom mandates the development of comprehensive AI policies within 4 months, prioritising public safety and protecting fundamental rights.

The proposed framework requires companies seeking state contracts to demonstrate safeguards against harmful outputs, including the prevention of child exploitation material and violent content.

It also calls for measures addressing algorithmic bias and unlawful discrimination, alongside increased transparency through mechanisms such as watermarking AI-generated media.

Federal guidance has discouraged state-level intervention, framing such efforts as obstacles to technological leadership.

The evolving policy landscape reflects growing concern over the societal impact of AI systems, including risks to employment, content integrity and civil liberties.

An initiative by California that may therefore serve as a testing ground for future regulatory models, shaping broader debates on balancing innovation with accountability in digital governance.

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Healthcare data breach raises concerns over cloud security

A cybersecurity incident involving CareCloud has exposed vulnerabilities in the protection of sensitive medical information, following unauthorised access to patient records stored within its systems.

A breach was detected on 16 March, allowing attackers to access electronic health records for several hours, which raised concerns about potential data exposure.

The company has stated that the intrusion was contained on the same day, with systems restored and an external investigation launched.

However, uncertainty remains about whether any data were extracted and the scale of the potential impact, particularly given the company’s role in supporting tens of thousands of healthcare providers and millions of patients.

Such an incident reflects broader structural risks within digital healthcare infrastructures, where centralised storage of highly sensitive data increases the potential impact of cyberattacks.

Cloud environments, including services provided by Amazon Web Services, are increasingly integral to such systems, amplifying both efficiency and exposure.

The breach follows a pattern of escalating cyber threats targeting healthcare data, driven by its high value in criminal markets.

As investigations continue, the case underscores the need for stronger data protection measures, enhanced monitoring systems and more robust regulatory oversight to safeguard patient information.

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Australia reviews compliance with under-16 social media age ban

Australia’s eSafety Commissioner has released an update on rules requiring platforms to prevent users under 16 from holding accounts. Early results show significant action by companies, but also ongoing challenges in fully enforcing the restrictions.

By mid-December 2025, around 4.7 million accounts were removed or restricted, with more than 300,000 additional accounts blocked by March 2026. Despite these reductions, many children continue to retain accounts, create new ones, or pass age assurance checks.

Regulators identified several compliance concerns, including platforms that allow repeated attempts at age verification and encourage some users to update their ages. Reporting systems for underage accounts were often difficult to access, particularly for parents.

Investigations into five major platforms are ongoing to determine whether they have taken reasonable steps to meet their legal obligations. Authorities are assessing systems and processes rather than individual accounts, with enforcement decisions expected by mid-2026.

A new legislative rule introduced in March 2026 targets platform features linked to potential harm, such as recommender systems and continuous content feeds. Regulators will continue working with industry while gathering evidence and maintaining transparency during the enforcement process.

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EU boosts fact-checking with €5 million disinformation resilience plan

The European Commission has committed €5 million to strengthen independent fact-checking networks, reinforcing efforts to counter disinformation across Europe. The initiative seeks to expand verification capacity in all EU languages while improving coordination among key stakeholders.

The programme introduces a comprehensive support system for fact-checkers, covering legal assistance, cybersecurity protection and psychological support.

It also establishes a centralised European repository of verified information, designed to enhance transparency and improve access to reliable content across the EU.

Led by the European Fact-Checking Standards Network, the project builds on existing frameworks such as the European Digital Media Observatory. The initiative forms part of the EU’s broader strategy to strengthen information integrity and safeguard democratic processes.

By reinforcing independent verification ecosystems, the programme reflects a policy-driven effort to address disinformation threats while supporting a more resilient and trustworthy digital environment across Europe.

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Smart TV viewing upgraded with YouTube AI feature

YouTube has expanded its conversational AI tool to smart TVs, marking a significant step in making home viewing more interactive. Viewers can now engage with content directly from their television screens using voice-enabled queries.

Access to the feature is simple. While watching a video, users can select the ‘Ask’ option and activate their remote’s microphone button to interact with the AI. Users can ask about similar content or a creator’s catalogue in real time, with prompts available to guide new users.

Initial rollout of the tool took place last year across mobile and web platforms, where it quickly became a practical companion for deeper content engagement. Users already use it to analyse podcasts, explore destinations, and understand content without pausing videos.

Expansion to smart TVs strengthens YouTube’s push to transform passive viewing into an interactive experience. Living room entertainment is increasingly shaped by AI-driven features, with real-time assistance now integrated directly into the home’s largest screen.

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