EU faces challenges in curbing digital abuse against women

Researchers and policymakers are raising concerns about how new technologies may put women at risk online, despite existing EU rules designed to ensure safer digital spaces.

AI-powered tools and smart devices have been linked to incidents of harassment and the creation of non-consensual sexualised imagery, highlighting gaps in enforcement and compliance.

The European Commission’s Gender Equality 2026–2030 Strategy noted that women are disproportionately targeted by online gender-based violence, including harassment, doxing, and AI-generated deepfakes.

Investigations into tools such as Elon Musk’s Grok AI and Meta’s Ray-Ban smart glasses have drawn attention to how digital platforms and wearable technologies can be misused, even where legal frameworks like the Digital Services Act (DSA) are in place.

Experts emphasise that while the EU’s rules offer a foundation to regulate online content, significant challenges remain. Advocates and lawmakers say enforcement gaps let harmful AI functions like nudification persist.

Commissioners have stressed ongoing cooperation with tech companies and upcoming guidelines to prioritise flagged content from independent organisations to address gender-based cyber violence.

Authorities are also monitoring new technologies closely. In the case of wearable devices, regulators are considering how users and bystanders are informed about recording features.

Ongoing discussions aim to strengthen compliance under existing legislation and ensure that digital spaces become safer and more accountable for all users.

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New AI method improves transparency in computer vision models

Researchers at MIT have developed a new technique designed to improve how computer vision models explain their predictions while maintaining strong accuracy. Transparency is crucial as AI enters fields like healthcare and autonomous driving, where decisions must be clear.

The method uses concept bottleneck models, which enable AI to base its predictions on human-understandable concepts. Traditional approaches rely on expert-defined concepts that can be incomplete or ill-suited, sometimes lowering model performance.

Researchers instead created a system that extracts concepts the AI learned during training. A sparse autoencoder selects key features, and a multimodal language model turns them into plain-language descriptions and labels.

The resulting module forces the AI to make predictions using only those extracted concepts.

Tests on bird classification and medical image datasets showed that the new method improved accuracy and provided clearer explanations. Findings suggest that using a model’s internal concepts can boost transparency and accountability in AI systems.

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Lenovo introduces rollable laptop and AI agent

Redefining how people interact with technology, Lenovo is advancing through rollable laptops, foldable devices and adaptive AI systems that anticipate user needs.

The company is shifting from manufacturing hardware to creating multi-platform systems that adapt seamlessly to workflows instead of relying solely on traditional devices.

Qira, Lenovo’s personal AI super-agent, transfers tasks across devices while maintaining context and history with user permission. It can suggest actions and predict needs, aiming to improve productivity and employee satisfaction, although security and privacy concerns remain significant.

The rollable laptop features a 14-inch screen that expands vertically to 16.7 inches, providing immersive experiences for gaming and content consumption while remaining portable.

Lenovo is also exploring voice-driven tools, including AI Workmate prototypes, allowing users to create presentations and digital content simply through speech.

By combining innovative screen designs with intelligent AI agents, Lenovo aims to create unified ecosystems that prioritise user experience and adaptability instead of focusing solely on device specifications.

The company believes these technologies will gradually become culturally accepted, similar to self-driving cars.

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EU considers stronger child protection in Digital Fairness Act

Capitals across the EU are being asked to discuss how stronger child protection measures should be incorporated into the upcoming Digital Fairness Act (DFA).

The initiative comes as policymakers attempt to address growing concerns about how online platforms expose minors to harmful content, manipulative design practices, and unsafe digital environments.

According to a document circulated during Cyprus’s Council presidency of the European Union, member states are expected to debate which concrete safeguards should be introduced as part of the broader consumer protection framework.

Officials are exploring whether new rules should require platforms to adopt stricter safeguards when designing digital services used by children.

The discussions are part of the European Union’s broader effort to strengthen digital governance and consumer protection across online platforms. Policymakers are increasingly focusing on how platform design, recommendation algorithms, and monetisation models may affect younger users.

The proposals could complement existing EU regulations targeting large digital platforms, while expanding protections specifically focused on minors.

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Australia introduces strict online child safety rules covering AI chatbots

New Age-Restricted Material Codes have begun to be enforced in Australia, requiring online platforms to introduce stronger protections to prevent children from accessing harmful digital content.

The rules apply across a wide range of services, including social media, app stores, gaming platforms, search engines, pornography websites, and AI chatbots.

Under the framework, companies must implement age-assurance systems before allowing access to content involving pornography, high-impact violence, self-harm material, or other age-restricted topics.

These measures also extend to AI companions and chatbots, which must prevent sexually explicit or self-harm-related conversations with minors.

The rules form part of Australia’s broader online safety framework overseen by the eSafety Commissioner, which will monitor compliance and enforce the codes.

Companies that fail to comply may face penalties of up to $49.5 million per breach.

The policy aims to shift responsibility toward technology companies by requiring them to build protections directly into their platforms.

Officials in Australia argue the measures mirror long-standing offline safeguards designed to prevent children from accessing adult environments or harmful material.

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ChatGPT ‘adult mode’ launch delayed as OpenAI focuses on core improvements

OpenAI has postponed the launch of ChatGPT’s ‘adult mode’, a feature designed to let verified adult users access erotica and other mature content.

Teams are focusing on improving intelligence, personality and proactive behaviour instead of releasing the feature immediately.

A feature that was first announced by Sam Altman in October, with an initial December rollout, aiming to allow adults more freedom while maintaining safety for younger users.

The project faced an earlier delay as internal teams prioritised the core ChatGPT experience.

OpenAI stated it still supports the principle of treating adults like adults but warned that achieving the right experience will require more time. No new release date has been provided.

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The EU faces growing AI copyright disputes

Courts across Europe are examining how copyright law applies to AI systems trained on large datasets. Judges in Europe are reviewing whether existing rules allow AI developers to use copyrighted books, music and journalism without permission.

One closely watched dispute in Luxembourg involves a publisher challenging Google over summaries produced by its Gemini chatbot. The case before the EU court in Luxembourg could test how press publishers’ rights apply to AI-generated outputs.

Legal experts warn the ruling in Luxembourg may not resolve wider questions about AI training data. Many disputes in Europe focus on the EU copyright directive and its text and data mining exception.

Additional lawsuits across Europe involving music rights group GEMA and OpenAI are expected to continue for years. Policymakers in Europe are also considering updates to copyright rules as AI technology expands.

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Pentagon AI dispute raises concerns for startups

A dispute between Anthropic and the Pentagon in the US has raised questions about whether startups will hesitate to pursue defence contracts. Negotiations over the use of Anthropic’s Claude AI technology collapsed, prompting the US administration to label the company a supply chain risk.

The situation in the US escalated as OpenAI secured its own agreement with the Pentagon. The development sparked backlash online, with reports of a surge in ChatGPT uninstalls after the defence partnership announcement.

Technology analysts in the US say the controversy highlights the unusual scrutiny facing high-profile AI firms. Companies such as OpenAI and Anthropic attract intense public attention because widely used AI products place their defence partnerships in the spotlight.

Startup founders in the US are now debating the risks of government contracts, particularly with the Pentagon. Industry observers in the US warn that defence authorities’ contract changes could make government collaboration more uncertain.

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EU and Canada begin negotiations on a digital trade agreement

The European Commission and Canada have launched negotiations on a new Digital Trade Agreement to strengthen the rules governing cross-border digital commerce.

The initiative was announced in Toronto by the EU Trade Commissioner Maroš Šefčovič and Canadian International Trade Minister Maninder Sidhu.

An agreement that will expand the digital dimension of the existing Comprehensive Economic and Trade Agreement, which has already increased trade in goods and services between the two partners.

Officials say the new negotiations aim to create clearer rules for businesses and consumers engaging in cross-border digital transactions.

Proposals under discussion include promoting paperless trade systems, recognising electronic signatures and digital contracts, and prohibiting customs duties on electronic transmissions.

The agreement between the EU and Canada will also seek to prevent protectionist practices such as unjustified data localisation requirements or forced transfers of software source code.

European officials argue that the negotiations reflect a broader effort to develop international standards for digital trade governance while preserving governments’ ability to regulate emerging challenges in the digital economy.

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Data breach hits fintech lender Figure exposing nearly 1 million accounts

Fintech lender Figure Technology Solutions has disclosed a data breach after hackers exposed personal information from nearly one million accounts. Details from 967,200 accounts, including names, email addresses, phone numbers, home addresses, and dates of birth, were compromised.

Figure Technology Solutions, founded in 2018, operates a blockchain-based lending platform built on the Provenance blockchain. The company says it has facilitated more than $22 billion in home equity transactions through partnerships with banks, credit unions, and fintech firms. Despite blockchain security claims, attackers reportedly gained access by manipulating a staff member rather than breaking the underlying technology.

‘We recently identified that an employee was socially engineered, and that allowed an actor to download a limited number of files through their account,’ a company spokesperson said. ‘We acted quickly to block the activity and retained a forensic firm to investigate what files were affected. We understand the importance of these matters and are communicating with partners and those impacted as appropriate.’

Security researchers say the data breach follows a pattern used by groups such as ShinyHunters, who impersonate IT support staff and pressure employees into revealing login credentials through convincing phishing portals.

Once access to corporate single sign-on systems, which allow users to log in to multiple internal applications with a single set of credentials, is obtained, attackers can move across multiple internal platforms, often including services linked to major providers such as Microsoft and Google.

Experts warn that the data breach highlights a wider cybersecurity problem: even advanced technologies such as blockchain cannot prevent attacks that target human behaviour. Criminals can use exposed personal information to launch convincing phishing campaigns or financial scams, reinforcing the need for stronger employee training and security awareness.

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