Prominent personalities

Sundar Pichai warns users not to trust AI tools easily

Google CEO Sundar Pichai advises people not to unquestioningly trust AI tools, warning that current models remain prone to errors. He told the BBC that users should rely on a broader information ecosystem rather than treat AI as a single source of truth.

Pichai said generative systems can produce inaccuracies and stressed that people must learn what the tools are good at. The remarks follow criticism of Google’s own AI Overviews feature, which attracted attention for erratic and misleading responses during its rollout.

Experts say the risk grows when users depend on chatbots for health, science, or news. BBC research found major AI assistants misrepresented news stories in nearly half of the tests this year, underscoring concerns about factual reliability and the limits of current models.

Google is launching Gemini 3.0, which it claims offers stronger multimodal understanding and reasoning. The company says its new AI Mode in search marks a shift in how users interact with online information, as it seeks to defend market share against ChatGPT and other rivals.

Pichai says Google is increasing its investment in AI security and releasing tools to detect AI-generated images. He maintains that no single company should control such powerful technology and argues that the industry remains far from a scenario in which one firm dominates AI development.

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Scepticism needed for AI says Alphabet CEO

Alphabet CEO Sundar Pichai recently warned people against having total confidence in artificial intelligence tools. Speaking to the BBC, the head of Google’s parent company stressed that current state-of-the-art AI technology remains ‘prone to errors’ and must be used judiciously alongside other resources.

The executive also addressed wider concerns about a potential ‘AI bubble’ following increased tech valuations and spending across the sector. Pichai stated he believes no corporation, including Google, would be completely safe if such an investment surge were to collapse. He compared the current environment to the early internet boom, suggesting the profound impact of AI will nonetheless remain.

Simultaneously, the largest bank in the US, JPMorgan Chase, is sounding an alarm over market instability. Jamie Dimon, the bank’s chair and chief executive, expressed significant worry over a severe US stock market correction, predicting it could materialise within the next six months to two years. Concerns over the geopolitical climate, expansive fiscal spending, and worldwide remilitarisation are adding to this atmosphere of economic uncertainty.

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Misconfigured database triggered global Cloudflare failure, CEO says

Cloudflare says its global outage on 18 November was caused by an internal configuration error, not a cyberattack. CEO Matthew Prince apologised to users after a permissions update to a ClickHouse cluster generated a malformed feature file that caused systems worldwide to crash.

The oversized file exceeded a hard limit in Cloudflare’s routing software, triggering failures across its global edge. Intermittent recoveries during the first hours of the incident led engineers to suspect a possible attack, as the network randomly stabilised when a non-faulty file propagated.

Confusion intensified when Cloudflare’s externally hosted status page briefly became inaccessible, raising fears of coordinated targeting. The root cause was later traced to metadata duplication from an unexpected database source, which doubled the number of machine-learning features in the file.

The outage affected Cloudflare’s CDN, security layers, and ancillary services, including Turnstile, Workers KV, and Access. Some legacy proxies kept limited traffic moving, but bot scores and authentication systems malfunctioned, causing elevated latencies and blocked requests.

Engineers halted the propagation of the faulty file by mid-afternoon and restored a clean version before restarting affected systems. Prince called it Cloudflare’s most serious failure since 2019 and said lessons learned will guide major improvements to the company’s infrastructure resilience.

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Berlin summit links digital strategy to wider European security

German Chancellor Friedrich Merz and French President Emmanuel Macron will host a Berlin summit to reduce Europe’s reliance on US tech platforms and to shape a more independent EU digital strategy. The meeting coincides with planned revisions to EU AI and data rules.

The push for digital independence reflects growing concern that Europe risks falling behind the US in strategic technologies. Leaders argue that regulatory changes must support competitiveness while maintaining core privacy and safety principles.

Germany is also hosting a two-day European security conference in Berlin, featuring German Defence Minister Boris Pistorius. The parallel agendas highlight how digital strategy and geopolitical security are increasingly linked in EU policy debates.

The German foreign minister, Johann Wadephul, has meanwhile backed the EU enlargement in the Western Balkans during a visit to Montenegro, signalling continued geopolitical outreach alongside internal reforms.

The Berlin discussions are expected to shape Europe’s stance ahead of upcoming AI and data proposals, setting the tone for broader talks on industrial policy, technology sovereignty, and regional security.

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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 strategy targets Africa’s connectivity gap

Africa’s latest digital summit in Cotonou presented a growing concern. Coverage has expanded across West and Central Africa, yet adoption remains stubbornly low. Nearly two-thirds of Africans remain offline, despite most already living in areas with mobile networks.

Senior figures at the World Bank argued that the continent now faces an inclusion challenge rather than an infrastructure gap, as many households weigh daily necessities against the cost of connectivity.

Affordability has become the dominant barrier. Mobile Internet often consumes more than twice the global threshold for acceptable pricing, while fixed broadband can account for a striking share of monthly income. Devices remain expensive, and digital literacy is far from widespread.

Women, in particular, lag, and many rural communities lack the necessary skills to utilise essential digital services. Concerns also extend to businesses that struggle to train staff for digital tools and emerging AI solutions.

Policymakers now argue for a shift in strategy. The World Bank intends to prioritise digital public goods such as digital identification, electronic payments and interoperable platforms, believing that valuable services will encourage people to go online.

Governments hope that a stronger ecosystem will make online health, connected agriculture and digital learning more accessible and therefore more valuable.

Benin used the summit to highlight its advances in online administration and training programmes. Regional leaders also called for the creation of an African Single Digital Market that would lower access costs, encourage cross-border investment and harmonise regulations.

Officials insisted that a unified approach could accelerate development and equip African workers with the skills required for the digital jobs expected to expand by the end of the decade.

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AI Scientist Kosmos links every conclusion to code and citations

OpenAI chief Sam Altman has praised Future House’s new AI Scientist, Kosmos, calling it an exciting step toward automated discovery. The platform upgrades the earlier Robin system and is now operated by Edison Scientific, which plans a commercial tier alongside free access for academics.

Kosmos addresses a key limitation in traditional models: the inability to track long reasoning chains while processing scientific literature at scale. It uses structured world models to stay focused on a single research goal across tens of millions of tokens and hundreds of agent runs.

A single Kosmos run can analyse around 1,500 papers and more than 40,000 lines of code, with early users estimating that this replaces roughly six months of human work. Internal tests found that almost 80 per cent of its conclusions were correct.

Future House reported seven discoveries made during testing, including three that matched known results and four new hypotheses spanning genetics, ageing, and disease. Edison says several are now being validated in wet lab studies, reinforcing the system’s scientific utility.

Kosmos emphasises traceability, linking every conclusion to specific code or source passages to avoid black-box outputs. It is priced at $200 per run, with early pricing guarantees and free credits for academics, though multiple runs may still be required for complex questions.

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EU moves to reinforce cooperation against VAT fraud

The European Commission has presented a plan to strengthen cooperation among the European Public Prosecutor’s Office, the European Anti-Fraud Office, and member states as part of a broader effort to combat VAT fraud.

The proposal establishes a legal framework for the sharing of information. It grants the EU bodies immediate access to VAT data, which is expected to enhance the detection of cross-border tax evasion schemes.

Real-time reporting of cross-border trade, delivered through the VAT in the Digital Age package, provides national authorities with the information needed to identify suspicious activity, rather than relying on delayed or incomplete records.

Carousel fraud alone costs EU taxpayers billions each year and remains a significant element of the broader VAT compliance gap, which stood at over €89 billion in 2022.

The Commission argues that faster access to VAT information will help investigators uncover fraudulent networks, halt their activities and pursue prosecutions more effectively.

EPPO, OLAF and the Eurofisc network would gain direct communication channels, enabling closer coordination and rapid intelligence sharing throughout the Union.

A proposal that will now move to the Council for agreement and to the European Parliament and the Economic and Social Committee for consultation.

Once adopted and published, the changes will take effect and initiate the implementation phase across the EU.

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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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Ohanian predicts AI-driven jobs growth despite economic jitters

Reddit co-founder Alexis Ohanian says AI remains a durable long-term trend despite growing investor concern that the sector has inflated a market bubble. He argues the technology is now too deeply embedded in workflows to be dismissed as hype.

Tech stocks fell sharply on Thursday as uncertainty over US interest rate cuts prompted investors to seek safer assets. The Nasdaq Composite slid more than two percent, and the AI-driven Magnificent Seven posted broad losses, with Nvidia among the hardest-hit names.

Ohanian says valuations are not his focus but insists the underlying innovations are meaningful, pointing to faster software development as an example of measurable progress. He maintains confidence in technology trends even amid short-term market swings.

He also believes AI will create more roles than it eliminates, despite estimates that widespread adoption could disrupt up to seven percent of the US workforce. He argues that major technological shifts consistently open new career paths.

Ohanian notes that jobs once unimaginable, such as full-time online content creation, are now mainstream aspirations. He expects AI-led change to follow a similar pattern, delivering overall gains while acknowledging that the transition may be uneven.

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