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Council of Europe highlights legal frameworks for AI fairness

The Council of Europe recently hosted an online event to examine the challenges posed by algorithmic discrimination and explore ways to strengthen governance frameworks for AI and automated decision-making (ADM) systems.

Two new publications were presented, focusing on legal protections against algorithmic bias and policy guidelines for equality bodies and human rights institutions.

Algorithmic bias has been shown to exacerbate existing social inequalities. In employment, AI systems trained on historical data may unfairly favour male candidates or disadvantage minority groups.

Public authorities also use AI in law enforcement, migration, welfare, justice, education, and healthcare, where profiling, facial recognition, and other automated tools can carry discriminatory risks. Private-sector applications in banking, insurance, and personnel services similarly raise concerns.

Legal frameworks such as the EU AI Act (2024/1689) and the Council of Europe’s Framework Convention on AI, human rights, democracy, and the rule of law aim to mitigate these risks. The publications review how regulations protect against algorithmic discrimination and highlight remaining gaps.

National equality bodies and human rights structures play a key role in monitoring AI/ADM systems, ensuring compliance, and promoting human rights-based deployment.

The webinar highlighted practical guidance and examples for applying EU and Council of Europe rules to public sector AI initiatives, fostering more equitable and accountable systems.

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Brazil excluded from WhatsApp rival AI chatbot ban

WhatsApp has excluded Brazil from its new restriction on third-party general-purpose chatbots, allowing AI providers to continue operating on the platform despite a broader policy shift affecting other markets.

The decision follows action by the competition authority of Brazil, which ordered Meta to suspend elements of the policy while assessing whether the rules unfairly disadvantage rival chatbot providers in favour of Meta AI.

Developers have been informed that services linked to Brazilian phone numbers do not need to stop responding to users or issue service warnings.

Elsewhere, WhatsApp has introduced a 90-day grace period starting in mid-January, requiring chatbot developers to halt responses and notify users that services will no longer function on the app.

The policy applies to tools such as ChatGPT and Grok, while customer service bots used by businesses remain unaffected.

Italy has already secured a similar exemption after regulatory scrutiny, while the EU has opened an antitrust investigation into the new rules.

Meta continues to argue that general-purpose AI chatbots place technical strain on systems designed for business messaging instead of acting as an open distribution platform for AI services.

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Australia’s social media age limit prompts restrictions on millions of under-16 accounts

Major social media platforms restricted access to approximately 4.7 million accounts linked to children under 16 across Australia during early December, following the introduction of the national social media minimum age requirement.

Initial figures collected by eSafety indicate that platforms with high youth usage are already engaging in early compliance efforts.

Since the obligation took effect on 10 December, regulatory focus has shifted towards monitoring and enforcement instead of preparation, targeting services assessed as age-restricted.

Early data suggests meaningful steps are being taken, although authorities stress it remains too soon to determine whether platforms have achieved full compliance.

eSafety has emphasised continuous improvement in age-assurance accuracy, alongside the industry’s responsibility to prevent circumvention.

Reports indicate some under-16 accounts remain active, although early signals point towards reduced exposure and gradual behavioural change rather than immediate elimination.

Officials note that the broader impact of the minimum age policy will emerge over time, supported by a planned independent, longitudinal evaluation involving academic and youth mental health experts.

Data collection will continue to monitor compliance, platform migration trends and long-term safety outcomes for children and families in Australia.

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Qalb brings Urdu-language AI to Pakistan

Pakistan has launched its own Urdu-focused generative AI model, Qalb, trained on 1.97 billion tokens and evaluated across more than seven international benchmarking frameworks. The developers say the model outperforms existing Urdu-language systems on key real-world performance indicators.

With Urdu spoken by over 230 million people worldwide, Qalb aims to expand access to advanced AI tools in Pakistan’s national language. The model is designed to support local businesses, startups, education platforms, digital services, and voice-based AI agents.

Qalb was developed by a small team led by Taimoor Hassan, a serial entrepreneur who has launched and exited multiple startups and previously won the Microsoft Cup. He completed his undergraduate studies in computer science in Pakistan and is currently pursuing postgraduate education in the United States.

‘I had the opportunity to contribute in a small way to a much bigger mission for the country,’ Hassan said, noting that the project was built with his former university teammates Jawad Ahmed and Muhammad Awais. The group plans to continue refining localised AI models for specific industries.

The launch of Qalb highlights how smaller teams can develop advanced AI tools outside major technology hubs. Supporters say Urdu-first models could help drive innovation across Pakistan’s digital economy.

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Why young people across South Asia turn to AI

Children and young adults across South Asia are increasingly turning to AI tools for emotional reassurance, schoolwork and everyday advice, even while acknowledging their shortcomings.

Easy access to smartphones, cheap data and social pressures have made chatbots a constant presence, often filling gaps left by limited human interaction.

Researchers and child safety experts warn that growing reliance on AI risks weakening critical thinking, reducing social trust and exposing young users to privacy and bias-related harms.

Studies show that many children understand AI can mislead or oversimplify, yet receive little guidance at school or home on how to question outputs or assess risks.

Rather than banning AI outright, experts argue for child-centred regulation, stronger safeguards and digital literacy that involves parents, educators and communities.

Without broader social support systems and clear accountability from technology companies, AI risks becoming a substitute for human connection instead of a tool that genuinely supports learning and wellbeing.

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Internet access suspended in Uganda before presidential vote

Uganda’s communications regulator has ordered a nationwide internet shutdown ahead of Thursday’s general election. The move is intended to prevent misinformation, electoral fraud, and incitement to violence.

The shutdown was due to begin at 18:00 local time on Tuesday, with no end date specified. Mobile data users in Uganda reported losing access, while some business networks, including hotels, remained connected. Voice calls and basic SMS services were expected to continue operating.

The regulator said it was acting on recommendations from security agencies, including the army and police. In a letter to operators, it described the suspension as a precautionary measure to protect national stability during what it called a sensitive national exercise.

Uganda imposed a similar internet blackout during the 2021 election, which was followed by protests in which dozens of people were killed. Earlier this month, the commission had dismissed reports of another shutdown as rumours, saying it aimed to guarantee uninterrupted connectivity.

President Yoweri Museveni, 81, is seeking a seventh term against opposition challenger Bobi Wine, 43, whose real name is Robert Kyagulanyi. Wine criticised the internet suspension and urged supporters to use Bluetooth-based messaging apps, though authorities warned those could also be restricted.

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X restricts Grok image editing after global backlash

Elon Musk’s X has limited the image editing functions of its Grok AI tool after criticism over the creation of sexualised images of real people.

The platform said technological safeguards have been introduced to block such content in regions where it is illegal, following growing concern from governments and regulators.

UK officials described the move as a positive step, although regulatory scrutiny remains ongoing.

Authorities are examining whether X complied with existing laws, while similar investigations have been launched in the US amid broader concerns over the misuse of AI-generated imagery.

International pressure has continued to build, with some countries banning Grok entirely instead of waiting for platform-led restrictions.

Policy experts have welcomed stronger controls but questioned how effectively X can identify real individuals and enforce its updated rules across different jurisdictions.

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France weighs social media ban for under 15s

France’s health watchdog has warned that social media harms adolescent mental health, particularly among younger girls. The assessment is based on a five-year scientific review of existing research.

ANSES said online platforms amplify harmful pressures, cyberbullying and unrealistic beauty standards. Experts found that girls, LGBT youths and vulnerable teens face higher psychological risks.

France is debating legislation to ban social media access for children under 15. President Emmanuel Macron supports stronger age restrictions and platform accountability.

The watchdog urged changes to algorithms and default settings to prioritise child well-being. Similar debates have emerged globally following Australia’s introduction of a teenage platform ban.

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UK considers social media limits for youth

Keir Starmer has told Labour MPs that he is open to an Australian-style ban on social media for young people, following concerns about the amount of time children spend on screens.

The prime minister said reports of very young children using phones for hours each day have increased anxiety about the effects of digital platforms on under-16s.

Starmer previously opposed such a ban, arguing that enforcement would prove difficult and might instead push teenagers towards unregulated online spaces rather than safer platforms. Growing political momentum across Westminster, combined with Australia’s decision to act, has led to a reassessment of that position.

Speaking to MPs, Starmer said different enforcement approaches were being examined and added that phone use during school hours should be restricted.

UK ministers have also revisited earlier proposals aimed at reducing the addictive design of social media and strengthening safeguards on devices sold to teenagers.

Support for stricter measures has emerged across party lines, with senior figures from Labour, the Conservatives, the Liberal Democrats and Reform UK signalling openness to a ban.

A final decision is expected within months as ministers weigh child safety, regulation and practical implementation.

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Grok controversy fuels political backlash in Northern Ireland

A Northern Ireland politician, Cara Hunter of the Social Democratic and Labour Party (SDLP), has quit X after renewed concerns over Grok AI misuse. She cited failures to protect women and children online.

The decision follows criticism of Grok AI features enabling non-consensual sexualised images. UK regulators have launched investigations under online safety laws.

UK ministers plan to criminalise creating intimate deepfakes and supplying related tools. Ofcom is examining whether X breached its legal duties.

Political leaders and rights groups say enforcement must go further. X says it removes illegal content and has restricted Grok image functions on the social media.

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