Content Policy

AI threatens global knowledge diversity

AI systems are increasingly becoming the primary source of global information, yet they rely heavily on datasets dominated by Western languages and institutions.

Such reliance creates significant blind spots that threaten to erase centuries of indigenous wisdom and local traditions not currently found in digital archives.

Dominant language models often overlook oral histories and regional practices, including specific ecological knowledge essential for sustainable living in tropical climates.

Experts warn of a looming ‘knowledge collapse’ where alternative viewpoints fade away simply because they are statistically less prevalent in training data.

Future generations may find themselves disconnected from vital human insights as algorithms reinforce a homogenised worldview through recursive feedback loops.

Preserving diverse epistemologies remains crucial for addressing global challenges, such as the climate crisis, rather than relying solely on Silicon Valley’s version of intelligence.

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ALX and Anthropic partner with Rwanda on AI education

A landmark partnership between ALX, Anthropic, and the Government of Rwanda has launched a major AI learning initiative across Africa.

The program introduces ‘Chidi’, an AI-powered learning companion built on Anthropic’s Claude model. Instead of providing direct answers, the system is designed to guide learners through critical thinking and problem-solving, positioning African talent at the centre of global tech innovation.

An initiative, described as one of the largest AI-enhanced education deployments on the continent, that will see Chidi integrated into Rwanda’s public education system. A pilot phase will involve up to 2,000 educators and select civil servants.

According to the partners, the collaboration aims to ensure Africa’s youth become creators of AI technology instead of remaining merely consumers of it.

A three-way collaboration that unites ALX’s training infrastructure, Anthropic’s AI technology, and Rwanda’s progressive digital policy. The working group, the researchers noted, will document insights to inform Rwanda’s national AI policy.

The initiative sets a new standard for inclusive, AI-powered learning, with Rwanda serving as a launch hub for future deployments across the continent.

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Eurofiber France confirms the major data breach

The French telecommunications company Eurofiber has acknowledged a breach of its ATE customer platform and digital ticket system after a hacker accessed the network through software used by the company.

Engineers detected the intrusion quickly and implemented containment measures, while the company stressed that services remained operational and banking data stayed secure. The incident affected only French operations and subsidiaries such as Netiwan, Eurafibre, Avelia, and FullSave, according to the firm.

Security researchers instead argue that the scale is far broader. International Cyber Digest reported that more than 3,600 organisations may be affected, including prominent French institutions such as Orange, Thales, the national rail operator, and major energy companies.

The outlet linked the intrusion to the ransomware group ByteToBreach, which allegedly stole Eurofiber’s entire GLPI database and accessed API keys, internal messages, passwords and client records.

A known dark web actor has now listed the stolen dataset for sale, reinforcing concerns about the growing trade in exposed corporate information. The contents reportedly range from files and personal data to cloud configurations and privileged credentials.

Eurofiber did not clarify which elements belonged to its systems and which originated from external sources.

The company has notified the French privacy regulator CNIL and continues to investigate while assuring Dutch customers that their data remains safe.

A breach that underlines the vulnerability of essential infrastructure providers across Europe, echoing recent incidents in Sweden, where a compromised IT supplier exposed data belonging to over a million people.

Eurofiber says it aims to strengthen its defences instead of allowing similar compromises in future.

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OpenAI accelerates enterprise AI growth after Gartner names it an emerging leader

The US tech firm, OpenAI, gained fresh momentum after being named an Emerging Leader in Generative AI by Gartner. The assessment highlights strong industry confidence in OpenAI’s ability to support companies that want reliable and scalable AI systems.

Enterprise clients have increasingly adopted the company’s tools after significant investment in privacy controls, data governance frameworks and evaluation methods that help organisations deploy AI safely.

More than one million companies now use OpenAI’s technology, driven by workers who request ChatGPT as part of their daily tasks.

Over eight hundred million weekly users arrive already familiar with the tool, which shortens pilot phases and improves returns, rather than slowing transformation with lengthy onboarding. ChatGPT Enterprise has experienced sharp expansion, recording ninefold growth in seats over the past year.

OpenAI views generative AI as a new layer of enterprise infrastructure rather than a peripheral experiment. The next generation of systems is expected to be more collaborative and closely integrated with corporate operations, supporting new ways of working across multiple sectors.

The company aims to help organisations convert AI strategies into measurable results, rather than abstract ambitions.

Executives described the recognition as encouraging, although they stressed that broader progress still lies ahead. OpenAI plans to continue strengthening its enterprise platform, enabling businesses to integrate AI responsibly and at scale.

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Report calls for new regulations as AI deepfakes threaten legal evidence

US courtrooms increasingly depend on video evidence, yet researchers warn that the legal system is unprepared for an era in which AI can fabricate convincing scenes.

A new report led by the University of Colorado Boulder argues that national standards are urgently needed to guide how courts assess footage generated or enhanced by emerging technologies.

The authors note that judges and jurors receive little training on evaluating altered clips, despite more than 80 percent of cases involving some form of video.

Concerns have grown as deepfakes become easier to produce. A civil case in California collapsed in September after a judge ruled that a witness video was fabricated, and researchers believe such incidents will rise as tools like Sora 2 allow users to create persuasive simulations in moments.

Experts also warn about the spread of the so-called deepfake defence, where lawyers attempt to cast doubt on genuine recordings instead of accepting what is shown.

AI is also increasingly used to clean up real footage and to match surveillance clips with suspects. Such techniques can improve clarity, yet they also risk deepening inequalities when only some parties can afford to use them.

High-profile errors linked to facial recognition have already led to wrongful arrests, reinforcing the need for more explicit courtroom rules.

The report calls for specialised judicial training, new systems for storing and retrieving video evidence and stronger safeguards that help viewers identify manipulated content without compromising whistleblowers.

Researchers hope the findings prompt legal reforms that place scientific rigour at the centre of how courts treat digital evidence as it shifts further into an AI-driven era.

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Deepfakes surge as scammers exploit AI video tools

Experts warn online video is entering a perilous new phase as AI deepfakes spread. Analysts say totals climbed from roughly 500,000 in 2023 to eight million in 2025.

Security researchers say deepfake scams have risen by more than 3,000 percent recently. Studies also indicate humans correctly spot high-quality fakes only around one in four times. People are urged to question surprising clips, verify stories elsewhere and trust their instincts.

Video apps such as Sora 2 create lifelike clips that fraudsters reuse for scams. Sora passed one million downloads and later tightened rules after racist deepfakes of Martin Luther King Jr.

Specialists at Outplayed suggest checking eye blinks, mouth movements and hands for subtle distortions. Inconsistent lighting, unnaturally smooth skin or glitching backgrounds can reveal manipulated or AI-generated video.

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Vatican gathers global experts on AI and medicine

Medical professionals, ethicists and theologians gathered in the Vatican this week to discuss the ethical use of AI in healthcare. The conference, organised by the Pontifical Academy for Life and the International Federation of Catholic Medical Associations, highlighted the growing role of AI in diagnostics and treatment.

Speakers warned against reducing patient care to data alone, stressing that human interaction and personalised treatment remain central to medicine. Experts highlighted the need for transparency, non-discrimination and ethical oversight when implementing AI, noting that technology should enhance rather than replace human judgement.

The event also explored global experiences from regions including India, Latin America and Europe, with participants emphasising the role of citizens in shaping AI’s direction in medicine. Organisers called for ongoing dialogue between healthcare professionals, faith communities and technology leaders to ensure AI benefits patients while safeguarding human dignity.

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New blueprint ensures fair AI in democratic processes

A rights-centred AI blueprint highlights the growing use of AI in analysing citizen submissions during public participation, promising efficiency but raising questions about fairness, transparency and human rights. Experts caution that poorly designed AI could silence minority voices, deepen inequalities and weaken trust in democratic decision-making.

The European Centre for Not-for-Profit Law (ECNL) provides detailed guidance for governments, civil society organisations and technology developers on how to implement AI responsibly. Recommendations include conducting human rights impact assessments, involving marginalised communities from the design stage, testing AI accuracy across demographics, and ensuring meaningful human oversight at every stage.

Transparency and accountability are key pillars of the framework, providing guidance on publishing assessments, documenting AI decision-making processes, and mitigating bias. Experts stress that efficiency gains should never come at the expense of inclusiveness, and that AI tools must be monitored and updated continually to reflect community feedback and rights considerations.

The blueprint also emphasises collaboration and sustainability, urging multistakeholder governance, civil society co-design, and ongoing training for public servants and developers. By prioritising rights, transparency and community engagement, AI in public participation can enhance citizen voices rather than undermining them, but only if implemented deliberately and inclusively.

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Eurofiber France reportedly hit by data breach

Eurofiber France has suffered a data breach affecting its internal ticket management system and ATE customer portal, reportedly discovered on 13 November. The incident allegedly involved unauthorised access via a software vulnerability, with the full extent still unclear.

Sources indicate that approximately 3,600 customers could be affected, including major French companies and public institutions. Reports suggest that some of the allegedly stolen data, ranging from documents to cloud configurations, may have appeared on the dark web for sale.

Eurofiber has emphasised that Dutch operations are not affected.

The company moved quickly to secure affected systems, increasing monitoring and collaborating with cybersecurity specialists to investigate the incident. The French privacy regulator, CNIL, has been informed, and Eurofiber states that it will continue to update customers as the investigation progresses.

Founded in 2000, Eurofiber provides fibre optic infrastructure across the Netherlands, Belgium, France, and Germany. Primarily owned by Antin Infrastructure Partners and partially by Dutch pension fund PGGM, the company remains operational while assessing the impact of the breach.

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Disney+ subscribers protest AI content plans

Disney faces intense criticism after CEO Bob Iger announced plans to allow AI-generated content on Disney+. The streaming service, known for its iconic hand-drawn animation, now risks alienating artists and fans who value traditional craftsmanship.

Iger said AI would offer Disney+ users more interactive experiences, including the creation and sharing of short-form content. The company plans to expand gaming on Disney+ by continuing its collaborations with Fortnite, as well as featuring characters from Star Wars and The Simpsons.

Artists and animators reacted sharply, warning that AI could lead to job losses and a flood of low-quality material. Social media users called for a boycott, emphasising that generative AI undermines the legacy of Disney’s animation and may drive subscribers away.

The backlash reflects broader industry concerns, as other studios, such as Illumination and DreamWorks, have also rejected the use of generative AI. Creators like Dana Terrace of The Owl House urged fans to support human artistry, backing the push to defend traditional animation from AI-generated content.

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