UK uses AI to fight drug-resistant infections

The UK is harnessing AI to combat the growing threat of drug-resistant infections, a crisis often called ‘the silent pandemic’. The Fleming Initiative and GSK will invest £45m in AI research to speed up new antibiotics and combat deadly bacteria and fungi.

The project targets Gram-negative bacteria, such as E. coli and Klebsiella, which resist treatment due to their protective outer layers. Researchers will test different molecules and use AI to identify which can penetrate and persist in these bacteria.

The goal is to shorten years of laboratory work into rapid computational predictions that guide the design of effective antibiotics.

AI will predict how resistant infections emerge and spread, helping scientists anticipate threats early. The initiative will also target deadly fungal infections, such as Aspergillus, which threaten people with weakened immune systems.

Experts hope the approach can outpace bacterial evolution and reduce the human toll from untreatable infections. Fleming Initiative director Alison Holmes emphasised the vital role of antibiotics in modern medicine and warned that overuse has squandered this critical resource.

Tony Wood, GSK’s chief scientific officer, said the project will open new avenues for discovering antibiotics while anticipating resistance, transforming the treatment and prevention of serious infections worldwide.

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Bitcoin edges into yearly losses as volatility rises

Bitcoin has slipped into negative territory for the year after a sharp retreat that pushed the price below $90,000 for the first time in seven months. The cryptocurrency has now fallen more than 28% from its peak above $126,000, erasing over $600 billion in market value.

Investors have been rotating out of speculative assets, with concerns around potential Federal Reserve decisions adding to the risk-off sentiment.

Market analysts note that long-term holders have been taking profits following the extraordinary rally that carried Bitcoin to new records in October. Uncertainty around monetary policy, tightening liquidity, and broader macroeconomic pressures have fuelled the downturn.

The impact of the October flash crash, triggered by renewed US-China trade tensions, continues to weigh heavily as thinner order books leave Bitcoin more vulnerable to abrupt price swings.

Bitcoin had rallied strongly throughout the year, supported by optimism over pro-crypto policies under President Donald Trump and the rollout of new digital-asset regulations. Yet the cryptocurrency has now surrendered its gains, underperforming major benchmarks such as the S&P 500 and gold.

Analysts say the market is approaching a pivotal moment, with some fearing a deeper reset while others view the current consolidation as an opportunity for strategic accumulation.

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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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EU aviation regulator opens debate on AI oversight and safety

EASA has issued its first regulatory proposal on AI in aviation, opening a three-month consultation for industry feedback. The draft focuses on trustworthy, data-driven AI systems and anticipates applications ranging from basic assistance to human–AI teaming.

The move comes amid wider criticism of EU AI rules from major tech firms and political leaders. Aviation stakeholders are now assessing whether compliance costs and operational demands could slow development or disrupt competitive positioning across the sector.

Experts warn that adapting to the framework may require significant investment, particularly for companies with limited resources. Others may accelerate AI adoption to preserve market advantage, especially where safety gains or efficiency improvements justify rapid deployment.

EASA stresses that consultation is essential to balance strict assurance requirements with the flexibility needed for innovation. Privacy and personal data issues remain contentious, shaping expectations for acceptable AI use in safety-critical environments.

Meanwhile, Airbus is pushing to reach 75 A320-family deliveries per month by 2027, driven by the A321neo’s strong order book. In parallel, Mitsui OSK Lines continues to lead the global LNG carrier market, reflecting broader momentum across adjacent transport sectors.

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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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New report warns retailers are unprepared for AI-powered attacks

Retailers are entering the peak shopping season amid warnings that AI-driven cyber threats will accelerate. LevelBlue’s latest Spotlight Report says nearly half of retail executives are already seeing significantly higher attack volumes, while one-third have suffered a breach in the past year.

The sector is under pressure to roll out AI-driven personalisation and new digital channels, yet only a quarter feel ready to defend against AI attacks. Readiness gaps also cover deepfakes and synthetic identity fraud, even though most expect these threats to arrive soon.

Supply chain visibility remains weak, with almost half of executives reporting limited insight into software suppliers. Few list supplier security as a near-term priority, fuelling concern that vulnerabilities could cascade across retail ecosystems.

High-profile breaches have pushed cybersecurity into the boardroom, and most retailers now integrate security teams with business operations. Leadership performance metrics and risk appetite frameworks are increasingly aligned with cyber resilience goals.

Planned investment is focused on application security, business-wide resilience processes, and AI-enabled defensive tools. LevelBlue argues that sustained spending and cultural change are required if retailers hope to secure consumer trust amid rapidly evolving threats.

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India’s data protection rules finally take effect

India has activated the Digital Personal Data Protection Act 2023 after extended delays. Final regulations notified in November operationalise a long-awaited national privacy framework. The Act, passed in August 2023, now gains a fully operational compliance structure.

Implementation of the rules is staggered so organisations can adjust governance, systems and contracts. Some provisions, including the creation of a Data Protection Board, take effect immediately. Obligations on consent notices, breach reporting and children’s data begin after 12 or 18 months.

India introduces regulated consent managers acting as a single interface between users and data fiduciaries. Managers must register with the Board and follow strict operational standards. Parents will use digital locker-based verification when authorising the processing of children’s information online.

Global technology, finance and health providers now face major upgrades to internal privacy programmes. Lawyers expect major work mapping data flows, refining consent journeys and tightening security practices.

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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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Teenagers still face harmful content despite new protections

In the UK and other countries, teenagers continue to encounter harmful social media content, including posts about bullying, suicide and weapons, despite the Online Safety Act coming into effect in July.

A BBC investigation using test profiles revealed that some platforms continue to expose young users to concerning material, particularly on TikTok and YouTube.

The experiment, conducted with six fictional accounts aged 13 to 15, revealed differences in exposure between boys and girls.

While Instagram showed marked improvement, with no harmful content displayed during the latest test, TikTok users were repeatedly served posts about self-harm and abuse, and one YouTube profile encountered videos featuring weapons and animal harm.

Experts warned that changes will take time and urged parents to monitor their children’s online activity actively. They also recommended open conversations about content, the use of parental controls, and vigilance rather than relying solely on the new regulatory codes.

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NotebookLM gains automated Deep Research tool and wider file support

Google is expanding NotebookLM with Deep Research, a tool designed to handle complex online inquiries and produce structured, source-grounded reports. The feature acts like a dedicated researcher, planning its own process and gathering material across the web.

Users can enter a question, choose a research style, and let Deep Research browse relevant sites before generating a detailed briefing. The tool runs in the background, allowing additional sources to be added without disrupting the workflow or leaving the notebook.

NotebookLM now supports more file types, including Google Sheets, Drive URLs, PDFs stored in Drive, and Microsoft Word documents. Google says this enables tasks such as summarising spreadsheets and quickly importing multiple Drive files for analysis.

The update continues the service’s gradual expansion since its late-2023 launch, which has brought features such as Video Overviews for turning dense materials into visual explainers. These follow earlier additions, such as Audio Overviews, which create podcast-style summaries of shared documents.

Google also released NotebookLM apps for Android and iOS earlier this year, extending access beyond desktop. The company says the latest enhancements should reach all users within a week.

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