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Inside the cyber flaw scramble that brought the AI threat to life 

The exposure was immense, with AI multiplying the risks — and yet time-tested global cybersecurity procedures appeared to be functioning. Then suddenly, it all broke down.        

The decision by a cybersecurity company on Wednesday to prematurely release information about a flaw in the popular PHP computer programming language left much of the web exposed to hackers, triggering a panic that brought to life months of warnings of how the AI-powered era could cause widespread damage.

The flaws in PHP, discovered using AI tools through a months-long process coordinated by OpenAI, caused cyber agencies across Europe, the U.S., the U.K., Australia and Canada to post urgent warnings Wednesday. Numerous governments took websites offline as a precaution.

While no major hacking damage was immediately apparent, the way the incident unfolded over 72 hours showed how easily cybersecurity processes can break down and the outsized consequences of cyber risks in the AI era.

The man who set off the chain reaction with the early release — Chainguard’s CEO Dan Lorenc — quickly apologized in a LinkedIn post. But on Thursday, in an interview with POLITICO, Lorenc said he’d shared the information ahead of time because the flaw was already being exploited. Though others disputed that, Lorenc said he believed he’d seen enough evidence to invalidate an embargo set up to allow time to find a fix for the flaws. 

While he disputed that his actions would have caused problems for other defenders, Lorenc conceded that the evidential threshold in these coordinated cyber defense systems is a “grey area.” 

The revelation of the PHP flaw brings out into the open what cyber officials have been bracing for since the arrival of the most powerful tools of artificial intelligence, which not only can be used to discover vulnerabilities but also to exploit them at scale. 

The cybersecurity world’s long-established protocols helped prevent disaster scenarios, in which hackers would have successfully exploited the vulnerabilities to take control of numerous websites and access their data. But the scale and end-of-days potential of AI-driven cyber risks are now visible for the world to see. 

This “is what happens when AI turns up a flaw that’s been hiding for years,” said Eylam Milner, co-founder and chief technology officer at cybersecurity start-up Echo. The vulnerabilities, he added, are “about as serious as it gets for the web.”

Origin story

Understanding how this week’s emergency unfolded offers a glimpse at how companies and authorities are working to stave off attacks — and how much risk they face going forward. 

The origins of the incident can be traced back as far as April when leading frontier AI firm Anthropic unveiled Mythos, leading some in the cybersecurity world to worry that systems would quickly be overrun by advanced artificial intelligence, with potential for catastrophic events to ensue.

But while researchers did find more flaws in computer systems in the months after Anthropic and other AI firms like OpenAI released those models, they had little impact in the real world. Even the Hugging Face incident, a widely discussed hack that saw OpenAI’s autonomous AI agents go rogue during an internal security evaluation, related more to the level of control AI companies exert over their models than their power to break into systems worldwide. 

A figurine is pictured in front of the Anthropic logo in Paris on Feb. 13, 2026. | Joel Saget/AFP via Getty Images

That changed this week after researchers unveiled the vulnerability in PHP, a coding language estimated to be integrated into some 70% of the web.

The process by which information about flaws is released among cybersecurity officials and affiliated companies is crucial. Through a longstanding practice known as coordinated disclosure, researchers and companies that identify flaws can find a fix and share it confidentially with agencies and others before releasing to the public, meaning they don’t hand malicious hackers the gift of a hole without a fix.

In the case of the PHP flaw, that process worked well, but not perfectly. Information about the bugs started to circulate ahead of the planned release time. Then, according to the PHP Foundation, Chainguard “unilaterally broke the embargo,” which “disregarded weeks of work by many parties toward a coordinated disclosure.” PHP Foundation executive director Elizabeth Barron told POLITICO by email that while it was “disappointed” with Chainguard, it hopes to “rebuild trust with them in the future to ensure we can continue to collaborate effectively.”

After the leak— which meant information about the bugs was in the open before the fix was ready — confusion quickly ensued, with government bodies and private companies choosing to temporarily shut down their websites rather than risk potentially damaging breaches to their data and the sites themselves.

Early Thursday, Matthew Prince, the CEO of Cloudflare, an internet services company that is widely used by websites to block cyberattacks, giving it a high level of visibility over what hackers are doing, said in a post on X that it had seen “millions” of attempts to exploit the flaw.

Cloudflare saw thousands in the 10 hours before the flaw was publicly announced, then tens of thousands in the 45 minutes after the announcement, hundreds of thousands within two hours, and now millions, Prince said.

Amazon’s cloud division also said the flaw is “now being broadly exploited in the wild.”

One senior U.S. government cyber official said that federal authorities have been overwhelmed — and not just by PHP. The same day the world was racing to address PHP, they were also dealing with bugs in node.js, a widely used JavaScript framework, Fortinet, GitHub and Oracle.

“The fire department is fighting multiple fires at once,” the official said, adding: “The good news is they’re all one-story structures on fire, which the fire department deals with all day, every day.”

Matthew Prince, CEO of Cloudflare, speaks during the Semafor World Economy conference in Washington, on April 17, 2026. | Mandel Ngan/AFP via Getty Images

More to come

Dauntingly, OpenAI said there’s more on the way. “These bugs are among several significant vulnerabilities we’ve already found and are working to fix, and we expect similar findings to increase sharply in the coming months,” the company said Wednesday in a statement.

Matthijs van Amelsfort, head of the Dutch cybersecurity agency, said in an interview that the job of keeping computer systems safe has been transformed by the advancement of AI. “As soon as the frontier models came out, that’s exactly what we said, this will be the trend,” he said. “And actually that’s happening now.”

Thomas Caspers, vice president of Germany’s cyber agency BSI, concurred: “We expect that [to be] happening more and more during the coming months.” 

AI also ramps up the risks once the flaws are out in the open. Cyber agencies’ recommendation that organizations take their websites offline was “really a drastic measure,” Caspers said. “We wouldn’t have done that a few years ago or so.” But because AI has made it quicker and easier to exploit flaws, “we had to do that,” he said. 

At the same time, the use of advanced AI to detect the flaws may create a new level of protection against malicious hackers looking to take advantage of them. Caspers said that though his German agency has also seen attacks, it has not seen any successful use of the flaw by hackers.

“It seems a little bit more complicated than expected to exploit,” he said. 

Despite the fact that AI offers a new way to discover flaws, the work involved in keeping systems protected is more quotidian, with cyber agencies urging organizations to install the fix shared by the PHP Foundation, in a process known as patching.

“There are three things that you have to do right now,” said van Amelsfort from the Dutch agency. “And that’s patch, patch, and patch.” 

John Sakellariadis contributed to this report.

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Von der Leyen’s coalition fractures over need for AI liability rules

BRUSSELS — Centrist parties backing European Commission President Ursula von der Leyen clashed at Thursday’s European Parliament plenary over whether to hold artificial intelligence firms accountable for harm.

The EU executive had considered specific liability rules for AI in 2022, but withdrew these last year as part of the EU’s major simplification effort to make the bloc more competitive.

“To withdraw the AI liability directive was a big mistake,” said Alex Agius Saliba, a Maltese vice-president of the Socialists and Democrats, part of the majority coalition. “We strongly urge the Commission to bring forward this important piece of legislation.”

Thursday’s plenary debate, in which discussions centered on a global framework to regulate AI, showed strong tensions inside Europe between the centrist coalition backing von der Leyen. While the center-left pushed for new rules to address a series of AI-fueled hacking incidents, the center-right doubled down on simplification to ensure European companies can compete in the global AI race.

Socialist and Green lawmakers called for a new AI Liability Act in a bid to hold AI companies liable for harm done by their models, as with more traditional manufacturers’ products.

OpenAI CEO Sam Altman floated a similar idea for a new liability framework for companies whose models are capable of autonomous cyberattacks in the wake of this summer’s hack by autonomous OpenAI agents into another AI platform, Hugging Face.

“If a phone charger explodes in your house, we never call it innovative. We call it cheap, dangerous junk, and we hold the manufacturer liable for damages,” said Dutch Green European Parliament lawmaker Kim van Sparrentak.

She urged the Commission to “stop scrapping rules to please [U.S. President Donald] Trump” and come up with a “strong new liability act that covers the testing and the development of AI.”

The debate quickly descended into a fierce back-and-forth between key AI-focused lawmakers from von der Leyen’s centrist coalition.

“It feels [to] me like the Greens and the Socialists are living [on] a completely different planet than the rest of us when they are screaming for more regulation,” said Swedish center-right lawmaker Arba Kokalari, who led the work on the AI omnibus, which delayed a core section of the EU’s flagship AI law.

She said the EU already had a comprehensive regulatory framework — the AI Act — of which some parts are not even into force, and said the EU should focus on avoiding falling behind in the global AI race instead. She called for “less bureaucracy, more private investments, better access to data and computing infrastructure.”

Italian Social Democrat Brando Benifei, who led work on the AI Act in the previous mandate, snapped back that Europe should lead with new liability rules, “or we will need to wait for the next blogpost of a CEO to know what is happening.”

German Green lawmaker Sergey Lagodinsky also fired back at Kokalari: “What planet do you live on? Not on the planet where [AI] agents break out.”

International Partnerships Commissioner Jozef Síkela pointed out at the end of the debate that the rules were withdrawn because EU countries and European Parliament lawmakers couldn’t reach an agreement on them.

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Publishers want Brussels and London to stop Meta’s new AI terms

BRUSSELS — Europe’s biggest media companies have asked regulators in Brussels and London to stop Meta from introducing new terms they say would let it copy publishers’ websites to build artificial intelligence, as a backlash that began in the U.S. spreads across Europe.

In a letter Monday, the European Publishers Council, whose members include POLITICO’s owner Axel Springer, called on EU competition boss Teresa Ribera and tech chief Henna Virkkunen to press Meta to put the terms on hold before they take effect Oct. 30.

The group wants Brussels to check them against EU copyright and competition law, and has requested an urgent meeting with the teams of both commissioners.

“The Commission remains committed to ensure that Meta’s practices fully comply with all applicable obligations under EU law, including competition rules and the Digital Markets Act,” Commission spokesperson Ricardo Cardoso told POLITICO, referring to the EU’s rulebook for Big Tech. He said Brussels was aware of both Meta’s changes and publishers’ concerns.

The U.K. competition watchdog has moved as well. British publishers have complained to the Competition and Markets Authority that Meta is so dominant they are compelled to accept its terms. 

The watchdog’s chief, Sarah Cardell, told British lawmakers on Tuesday that it had asked Meta to explain the changes and would meet the company on Wednesday. She named Meta as a possible candidate for Britain’s new rules for tech giants.

Sarah Cardell, Chief Executive of the Competition and Markets Authority (CMA), speaks in a panel discussion during the Annual CBI Conference, at Queen Elizabeth II Centre on November 25, 2024 in London. | Leon Neal/Getty Images

The terms cover businesses that use Meta’s tools to run Facebook pages, Instagram accounts or ads, which includes almost every newsroom. 

The fight began in the U.S. last week, when Nieman Lab, a journalism research outlet at Harvard, reported on the terms after receiving a tip from a small business owner.

As first written, they let Meta send automated programs to copy websites linked to those accounts and use the material to “train” its products, Nieman Lab concluded. There is no opt-out, and a business that continues to use Meta’s tools after Oct. 30 will be deemed to have consented.

Publishers say the terms would hand Meta content for free that other AI companies pay to license.

Rapid reaction

On Friday, Meta communications chief Andy Stone responded on X that the Nieman Lab report was “false” and that there was “no change to how Meta uses web crawlers.”

Stone said the update aimed to let Meta pull accurate product information from shopping sites for ads, not to scrape news sites. The company also said the crawling language already existed in other Meta terms and was just being gathered in one place.

Late Friday, however, Meta revised the terms and deleted the word “train,” saying the terms cover only its advertising and business products.

“We’ve heard you and want to clarify,” a spokesperson for Meta told POLITICO over the weekend, adding the change was “not about scraping news sites.”

Publishers say that changes little, however. 

Meta has given them verbal assurances that they can keep using its tools without surrendering their content to AI, but the terms themselves don’t guarantee that, the European Publishers Council’s letter says.

“Meta’s supposed Friday night correction is a farce,” said Jason Kint, who heads Digital Content Next, a U.S. publisher group whose members include Axel Springer. “Exactly what you’d expect from a gatekeeper notorious for abusing its market power.”

Others have gone further. 

“This is unscrupulous theft,” Germany’s newspaper and magazine associations said in a joint statement on Tuesday. They want Brussels to block the terms while it reviews them, warning that once articles are copied into AI systems, they can’t be clawed back.

Joseph Bambridge in London contributed reporting.

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Brussels goes looking for billions to fund Ukraine

With Washington’s support for Kyiv increasingly uncertain, Brussels is looking to its allies to help keep Ukraine afloat. The price tag: €70 billion.

On today’s show, Zoya Sheftalovich and Kathryn Carlson discuss how the EU hopes to persuade Canada, Britain and Japan to help foot the bill — and whether closer trade and defense ties could be part of the bargain.

Then, Germany’s far-right AfD leader Alice Weidel is in Strasbourg to present her vision for a radically different European Union.

And who owns your face and voice in the age of AI? As deepfakes become increasingly convincing, MEPs are pushing for new protections.

If you have a question or comment, don’t hesitate! Message us on our WhatsApp here or at +32 491 05 06 29.

Articles mentioned in this episode:

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Cyberattack on French supermarkets tells us more about food security than AI safety

The cyberattack last week that hit hundreds of French supermarket refrigerators had Europeans wondering if the nonstop warnings about AI risks had finally landed in the real world.

They hadn’t — at least, not yet.

Experts say the attack, which forced hundreds of retailers to throw away defrosted food and spoiled milk, was mostly a reminder of the importance of old-school cybersecurity in safeguarding essential goods and services.

The attack is a “typical example” of how “low-key cyber-enabled sabotage can affect very crucial supply for society,” said Ferdinand Gehringer, hybrid threats lead at FTI Consulting. 

It’s arguably the most consequential hack in the European Union this year, with tangible, disruptive real-world repercussions. France’s Prime Minister Sébastien Lecornu personally managed the fallout, which prompted coordination and information-sharing at the EU level. 

The perpetrators, whose identity and motives are currently unknown, hacked into digital systems to remotely raise the temperature of refrigerators in supermarkets including Intermarché and Carrefour.

One cybersecurity expert working with Lecornu’s office said the French government held meetings after the attack to try to map all the potentially affected sectors, beyond supermarkets. “We’re in the middle of the flu vaccination campaign,” he said, referring to vaccine storage, which also relies on temperature control solutions, though no such attacks have been registered.

To add to the fear and confusion, supermarkets in the Netherlands and Belgium experienced unrelated cyber incidents that same week. Though there was limited impact in those cases, they were a good example of “how big our reliance is in the food supply chain on IT and network systems,” Dutch food security minister Silvio Erkens told POLITICO. 

The attacks come after citizens and policymakers have spent months being bombarded with warnings about scenarios in which unpredictable advanced artificial intelligence models escape human control.

While most good and bad actors on the internet are increasingly using AI models to increase speed and capacity, cyber experts say the hackers in question in the French case most likely used traditional methods to take advantage of devices needlessly exposed to the internet.

Connecting devices to the internet in this way is “an old-fashioned bad practice,” said Amir Preminger, chief technology officer at Claroty, a cybersecurity company that identified a software flaw in a product made by Danfoss, one of the refrigeration companies targeted by the French hacks. Danfoss fixed that flaw in 2025. 

Food systems

The attacks come at a time when Europe’s food security is already under considerable pressure due to geopolitical insecurity and climate change. The continuing disruptions in the Strait of Hormuz are pushing up fuel and fertilizer prices at a time where farmers struggle with the fallout of extreme drought that caused lower yields in many parts of Europe. These problems are compounded by the blockade of the Black Sea which is fueling the rise of global food prices.

“It is very serious that cyber criminals attack our food systems,” said Else Groen, director general of trade body Independent Retail Europe. She nonetheless stressed that food supply chains are resilient, which reduces the chances that consumer food supply would be endangered — even if such attacks are already a “major blow” for retailers operating on razor-thin margins.

The incidents bring to the fore a long-running problem with so-called operational technology, meaning industrial devices with physical outputs, like refrigeration systems. Critical sectors are packed with these kinds of devices, many of which are old, poorly protected, unnecessarily connected to the Internet, or some combination of the three. They’re also obscure and sometimes forgotten, despite the ramifications if they’re tampered with.  

And last week’s problems are far from solved. French and German cyber authorities warned that attacks were probably still ongoing, and the Greek cyber agency and an industry tracker said after the attack that there were hundreds of devices still connected to the internet.

Preminger too said there are still devices exposed, though he added that the number is declining, and not all are necessarily vulnerable to attack. Another research group found that the number of exposed Danfoss devices had significantly decreased.

Finding a fix

What’s changed with the widespread diffusion of advanced AI models is that cyber attacks are now faster and easier to replicate. Claroty reproduced the original flaws in Danfoss products in 28 minutes at a cost of $6, it said. 

In broad terms, AI makes it easier to carry out many types of cyberattacks and enables attackers to pounce on software flaws more quickly. Financially motivated cybercriminals — who have already spent years extorting businesses and disrupting essential services like hospitals — can use AI to simultaneously launch attacks on multiple targets.

Though the motive for the attacks on French supermarkets remains unknown, it is notable that there was no reported attempt at extortion. The strike did come as Russia ramps up its campaign of hybrid warfare against Europe, and senior EU and European leaders have consistently warned that Moscow could use cyberattacks to disrupt real-world services. Beyond food supplies, AI-enhanced targeting could be aimed at banking, hospitals and the functioning of the internet itself.

Still, these fears of bad human actors using AI should be distinguished from the science-fiction scenarios pushed by so-called AI doomers, in which bots themselves are motivated and able on their own to wipe out humanity.

Digital security experts, including the EU’s own in-house cyber team, are also turning to AI for defense. But it’s not a silver bullet, said Rémi Enjolras, a chief technology officer at Splunk, part of Cisco. Critical industries need to stop “seeing AI as a magical tool that will solve everything and go back to the fundamentals,” he said.

The EU has passed laws intended to force critical industries and product manufacturers to get those fundamentals right. But France, for example, is lagging in implementing such national regulations, and there are few other incentives to get companies to do that difficult and costly work.

Still, the images of empty supermarket shelves could provide a new incentive. “It should serve as a kind of a wake-up call,” Enjolras said.

Émile Marzolf contributed to this report.

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In Europe’s tech capital, Irish labor unions are booming amid AI-driven layoffs

DUBLIN — The Irish capital, which doubles as Europe’s de facto tech capital, hosted two very different AI summits in the past week.

Most eyes were on the International AI Summit, the signature tech event of Ireland’s six-month presidency of the Council of the EU, where top brass from the world’s biggest tech firms discussed ways to harness artificial intelligence and minimize safety risks.

But the weekend before, a very different conversation was taking place at the Workers’ AI Counter Summit, as Ireland’s tech workers demanded a say in how the burgeoning technology reshapes the workplace and society.

Ireland’s lucrative tech sector has been rattled by waves of AI-driven layoffs — and the country’s fledgling tech union has seen an exponential spike in sign-ups from workers who are worried about their future.  

There’s an “awakening” happening right now among workers in Ireland’s tech sector, and a growing “awareness that they’re not bulletproof,” said Sinéad Gibney, a social democrat lawmaker who previously worked for Google.  

“I do think what we will see is that parts of roles will be automated, which means that people will be competing more heavily for the same roles,” she said. “They won’t have the same labor power and therefore we’re going to see a drop in quality of work, we’re going to see more zero-hour contracts, in more places than we already see it.”

The labor movement brewing in Ireland, where many of the world’s tech giants have their EU bases, is part of a wider trend among tech workers globally, who have seen their work disrupted by rapidly evolving AI.

Rise in layoffs

Ireland’s dedicated union for tech workers, the Digital and Techworker Alliance (DATA), has seen a five-fold increase in membership since it was first founded in 2023.  

In its first year and a half of existence, membership hovered around 270 people. In the past year-and-a-half, it’s jumped to more than 1,350 members, DATA organizer John Bohan told POLITICO.  He added that this number tends to spike around layoffs and other actions.

“The tech industry was founded on the idea that it would never have a union, because they’re making people rich, and treat them really well,” Bohan said.  “But post-Covid, workforce adjustments happened again and again, with layoffs and declining conditions in the sector. We started to see more people wanting to get organized around redundancies.”  

The spike in sign-ups coincides with a wave of layoffs in Ireland’s tech bubble (and the tech sector globally), as companies corrected pandemic-era overhiring, and diverted investment to AI.  

Ireland hosts the EU headquarters of most of the world’s largest tech companies, and more than 170,000 people are employed in the tech sector, according to the country’s statistics institute.

Social media giant Meta has roughly halved its workforce in Ireland since the pandemic, axing well over 1,000 roles to offset AI investment and boost efficiency. Separately, Meta subcontractor Covalen also announced massive layoffs earlier this year, cutting more than 700 people.  

Video-sharing platform TikTok announced this year it would shed around 300 Irish jobs, mostly from its trust and safety team, shifting the work to other countries, outsourced vendors or automated AI solutions.  

A report by the IMF earlier this year warned that Ireland’s labor market is “relatively more exposed” to AI than many advanced economies, partly due to its concentration of tech workers.  

The AI race is also creating new jobs on the Irish market – as AI firms like Anthropic and OpenAI are setting up Irish bases and trying to lure Big Tech workers with even bigger salaries.  

Amid the uncertainty and volatility of the AI boom, tech workers are turning to unions for the first time as a safety net. One tech worker who used to work in trust and safety at a big tech firm told POLITICO that there used to be a feeling that as a “pampered” tech worker you “can’t ask for your rights, because you already have it so much better.” 

But as layoffs continue and teams get leaner, workers in fields like trust and safety “now have to deal with these issues with fewer and fewer resources”, and face a “constant threat of being chopped,” the worker said.  

That’s causing an “undoing of a certain perspective that we have of ourselves as tech sector workers,” they said, “because of undeniable experiences that now put us in situations where we clearly see our rights being violated, even if we may have it so much or somewhat better than most people.” 

A different tech worker who currently works for Covalen told POLITICO that there is a sense that “if they believe they can replace you with AI, they will do that.”  

“All these Big Tech firms only care about profit, and what I have realized is the Irish government protects that Big Tech capital [rather than workers],” the Covalen worker said. “But the question is, what’s the government going to do when the tech bros change their mind and move elsewhere?”  

Workers at the center

The speaker list at this week’s AI summit was a flex of the country’s strength as a tech hub, as top names from the world’s biggest companies like Google and Microsoft took to the stage.

Fionnuala Ní Bhrógáin, head of organizing and campaigning at Ireland’s Communications Workers’ Union (DATA’s parent union), was the only union voice on the line-up.

“The fact that 36 executives and industry bosses featured on the program, compared with just one trade union speaker — invited at the last minute after attention was drawn to the absence of workers’ voices — says a lot about the value the Irish government places on AI’s impact on workers,” she told POLITICO.

“The reality is that a meaningful conversation about AI’s future can only happen through genuine engagement with workers and collective bargaining,” Ní Bhrógáin added. “Without that voice, we risk deepening mistrust and resistance rather than creating the conditions for workers to shape these changes collectively.”

DATA organized its counter-AI summit the previous weekend, to put “workers at the center of the debate about power, AI, technology and the future of work.” 

The event cut through the “hype and futurism of politicians and industry figures to focus on the real present harms faced by ordinary workers and communities,” DATA’s Bohan said.  

The union is pushing for stronger legal protections for tech workers caught up in AI-driven layoffs in Ireland, including making it mandatory for employers to recognize unions during collective bargaining. It is also calling for a ban on cooling-off clauses that prevent laid-off workers from moving between Big Tech subcontractors.  

A spokesperson for Ireland’s department for enterprise told POLITICO in a written statement that the government is “committed to strengthening collective bargaining and industrial relations” and has published an action plan to do so between now and 2030.  

They said that employers already have to comply with obligations under Irish employment law, including consultation and notification procedures for collective redundancies, and workers who feel those rules have been broken can complain to the Workplace Relations Commission. 

Firefighting to future-proofing 

Naoise Ó Cearúil, a center-right Fianna Fáil lawmaker who chairs the AI committee, pointed out that while there have been high-profile job cuts in Ireland’s tech sector, “the actual net is that there has been an increase [in jobs], particularly over the past year and even five years.” 

According to Ireland’s central statistics office, total employment in tech and related sectors surpassed 177,000 in the second quarter of this year, up from around 144,000 at the same time in 2021.  

Ó Cearúil pointed out that many job losses were in trust and safety jobs like content moderation that are “very difficult mentally,” and now tech firms are able to “utilize AI and software to be able to do a lot of detection, rather than using humans.”  

He has called for a national program to be established, to support workers whose jobs are at risk due to AI and automation.  

A spokesperson for Ireland’s department of enterprise acknowledged that the country’s tech sector has “experienced significant adjustment in recent years,” but said the changes were generally part of wider global restructuring “rather than reflecting any Ireland-specific weakness.” 

They said the Irish government is currently focused on “ensuring workers and businesses are equipped to adapt to technological change through investment in education, training, lifelong learning and digital skills.”  

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Why Ukrainian strikes on data centers are a real problem for Russia — and beyond

Ukraine’s strikes on data centers inside Russia aimed to disrupt military planning and communication services. There were also reports of another kind of disruption: to customers waiting for their dinner from food-delivery apps.

Kyiv’s drone strikes on three Yandex data centers in Sasovo, Kaluga and Vladimir saw delays and interruptions for thousands of businesses and households that rely on Yandex’s cloud infrastructure, including e-commerce, digital payment platforms and apps of food delivery and car services. Ukrainian drones on Wednesday targeted a major Sberbank data center in Russia’s Saratov region, though a senior company executive said it hadn’t affected operations.

After the strikes on Russian data centers, Kyiv noted that Moscow has already repeatedly targeted its digital infrastructure. “Ukrainians wanted to show Russians that two can play this game,” a senior official familiar with the operation told POLITICO, granted anonymity to discuss sensitive matters.

The attacks and counter-attacks point to a new frontline in war: the infrastructure powering the digital economy.

The attacks on the buildings that supply compute power are akin to striking a power plant supplying the electricity, heating and fuel that both militaries and civilians depend on. It may weaken an enemy’s war effort but can also bring everyday life to a standstill.

Experts say the cost of rebuilding in Russia will be particularly high as the centers require scarce materials that must be imported. “Obtaining a large amount of equipment to replace what was destroyed is not going to be easy,” said Oleg Shakirov, a cyber policy and international security researcher, noting that most hardware needs to be imported and that is complicated by high global demand and sanctions on Russia.

“To be honest, no one really knows what’s the actual damage. Since two data centers are still offline, we can assume that it’s significant,” said Shakirov.

Joseph Jarnecki, a senior research fellow at the Royal United Services Institute, warned that normalizing strikes to data centers could have a new set of dangerous consequences.

“These strikes likely breach International Humanitarian Law and it’s a big risk when global populations increasingly rely on digital services,” he told POLITICO.

When servers become targets

Data centers have entered the crosshairs of other recent armed conflicts. During the U.S.-Israeli conflict with Iran earlier this year, drone strikes hit three Amazon Web Services (AWS) facilities in the United Arab Emirates and Bahrain.

Since data centers can serve civilian and military purposes simultaneously, the legal status of targeting them is far from straightforward.

Kubo Mačák, an expert on international humanitarian law, said a data center must meet two conditions to qualify as a military objective under the Geneva Conventions: it must make an effective contribution to military operations and destroying it must offer a “definite military advantage.”

A delivery robot from Russian tech giant Yandex moves through Moscow. | Alexander Nemenov/AFP via Getty Images

“If you know that they are storing military intelligence or that they’re using the data center to power military artificial intelligence tools,” Mačák said, there could be grounds to consider it a military objective.

Following the most recent strikes of the Yandex data centers, users on social media platform X reported a sudden drop in automated bot activity, including from accounts associated with pro-Russian, pro-Trump and Germany’s far-right Alternative for Germany (AfD) narratives.

Ukrainian President Volodymyr Zelenskyy seized on the reports to boast that the strikes had made social media less toxic, even as independent researchers and national research institutes found no evidence they specifically disrupted any Russian disinformation campaigns.

Mačák said that even if a data center is being used to “let’s say, run some trolls or these bot farms to interfere with elections abroad … that would not be sufficient.” In other words, hosting propaganda bots does not, by itself, make a data center a lawful military target.

The dual-use quandary has often focused on the targeting of energy infrastructure, which has been frequent in the Russia-Ukraine war. On Saturday, U.S. President Donald Trump urged Ukraine to stop striking Russian oil refineries, blaming the attacks for rising fuel prices. He has since called for both sides to halt attacks on energy infrastructure, although the existence of any ceasefire agreement remains disputed.

As data centers become increasingly central to national economies, they will become more consequential targets. A senior NATO official granted anonymity to discuss the matter told POLITICO that data centers are already considered potential targets and that the alliance is factoring their vulnerability into its planning.

NATO allies recognize that their data centers could come under attack in a conflict, the official said: “We would get it in a fight.”

Veronika Melkozerova in Kyiv contributed to this report.

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Palantir settles dispute with Sadiq Khan

LONDON — The Mayor of London Sadiq Khan and U.S. tech company Palantir have agreed to drop legal proceedings relating to a blocked £50 million police contract.

Palantir brought a claim against the Mayor’s Office for Policing and Crime in the High Court in June after Khan’s deputy mayor refused to sign off on the £50 million contract with the Metropolitan Police for the provision of an AI and data analysis service.

In July, lawyers working on behalf of MOPAC in turn accused the Met Police and Palantir of coordinating to fix the outcome of the procurement process in breach of the rules. Palantir claimed Khan’s office had unlawfully blocked the contract over the company’s “values and ethics,” based on media reporting.

A full trial was expected in January but on Wednesday both sides agreed to “settle their differences” and drop the allegations without admitting liability. They will each cover their own legal costs.

In an agreed statement, the two sides said MOPAC’s decision to block the Palantir contract was “not based on Palantir’s values or ethics or any wider reporting about the company,” though MOPAC said it “recognizes Palantir’s concerns that media reporting of a statement from the Mayor’s spokesperson before the decision was taken could have incorrectly created the impression that an assessment of the company’s values had been a factor in that decision.”

“MOPAC’s consideration was based upon its statutory role of examining spend proposals, against the appropriate legal tests and the relevant guidance on procurement, governance, affordability and ensuring value for money for Londoners and in doing so it focussed on the available information at the time,” the statement said.

The settlement also notes that MOPAC is working with Metropolitan Police Service to re-run a competitive procurement for the relevant service, which Palantir will be eligible to bid for.

“MOPAC does not have, and has never had, any policy of not contracting with Palantir,” the statement confirms, while noting the mayor’s duty is to ensure “all procurements are lawful, fair, transparent and deliver value for money.”

“London is the technology capital of Europe, and I am proud that leading software firms choose the city as their home. Palantir makes a significant contribution to jobs and investment in the capital, employing a large number of Londoners whose services have been procured legally by organizations across the U.K. and beyond,” Khan said.

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EU’s cyber unit turns to AI to fend off ‘high-risk’ hacks

BRUSSELS — The European Commission’s cybersecurity division is rolling out a plan to use artificial intelligence to respond to high-risk cyberattacks, according to a document obtained by POLITICO.

The undated document, written by the Commission’s IT department, sets out how to prepare the EU executive’s cyber defenses for “emerging AI-driven threats.” It proposes an action plan to shore up defenses in light of AI, with the most urgent move being the speed of response to attacks.

Governments have rushed to grapple with the rising threat brought by AI’s ability to expose and exploit cybersecurity vulnerabilities. Incidents like OpenAI’s accidental intrusion into Hugging Face have prompted calls, including at the highest political level, to be more wary of advanced AI models.

Being able to respond quickly to cyberattacks is most crucial in “high-risk scenarios,” the EU executive’s internal cyber defenders warned, saying that the ability to detect an attack is “not sufficient if containment measures cannot be taken quickly enough.”

Officials at the in-house IT department, DG DIGIT, are planning to use automated “protective measures” in specific high-risk scenarios, it said. Those scenarios were redacted in the document, which was provided to POLITICO in response to a freedom of information request.

The plan does not amount to “uncontrolled automation” and there will be strict controls in place including human oversight, according to the document.

As well as laying out the response plan, the document sets out the cybersecurity challenges the Commission faces from AI.

The most advanced AI models are expected to “significantly increase the speed, scale and adaptability of cyberattacks” and the Commission must therefore have defenses in places for an environment where “attacks are likely to become faster, more frequent and more scalable,” it said.

Risks include situations where “malicious activity occurs outside EC [European Commission] normal working hours, spreads more rapidly across systems, or results in large-scale exfiltration or operational disruption before manual intervention can be organized by EC,” they said.

The Commission’s cyber division has sought approval internally to move ahead with the plans, it said, though it’s not clear whether the plans have yet been put in place.

The Commission didn’t respond to a request for comment.

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Europe’s leaders abandon the race for frontier AI

BRUSSELS — As the U.S. and China compete to train the world’s most advanced artificial intelligence models, Europe is stepping back.

European politicians and tech executives have in recent weeks shifted their focus away from frontier AI as it becomes clear the bloc has no artificial intelligence models that can compete with top American or Chinese models, and Europe’s leading contender Mistral faces questions over its performance.

Instead, a new mantra has emerged: Europe doesn’t need to own the models as long as it can put them to work.

“Striving to build a competitive frontier lab right now feels like very wishful thinking,” said Max Junestrand, CEO of Swedish AI company Legora, a €6 billion company that provides an AI tool for law firms. “I would rather see us put more thinking cycles into how do we capitalize on the technology rather than how do we try to catch up.”

The suggestion that frontier AI models are now out of reach for European AI labs comes as the most advanced models become a major global security issue.

American leaders OpenAI and Anthropic this summer had to disclose incidents in which AI agents broke out of testing. This led the companies to slow-walk and tread cautiously with the release of their latest models, just as Chinese open-source models are emerging as a credible alternative to U.S. proprietary models.

For Europe, relying on U.S. or Chinese models is not without risk, as the bloc is already dependent on both for all the technology underpinning AI, such as chips and cloud services.

But leaders, including European Commission President Ursula von der Leyen, say Europe should focus more on helping its industrial and corporate base benefit from AI. They argue that building homegrown tech champions that can deliver those tools is a smart strategy that could help Europe win this next phase as America remains focused on staying ahead of China.

As politicians and industry meet Wednesday in Dublin for an international AI summit, the Irish governmental organizers have sought to focus the talks largely on how AI is used.

“It’s the trigger that interests everybody most: how are we going to adopt this new technology that we have … [and] how are we going to encourage business to adopt it,” Niamh Smyth, the Irish minister in charge of AI, said.

Not everyone is on board with the direction of travel.

“The idea that Europe should step back from frontier AI and settle for applications is a strategic mistake,” said a spokesperson from Mistral, Europe’s leading contender in frontier AI development. “A great part of the value is retained by those who build the frontier, not only by those who build on top of it.”

Slow acceptance

A move in Brussels to reorientate the bloc’s leadership has been building gradually throughout the past weeks.

Both the European Commission and the Council of the EU, which represents national governments, have indicated that the focus should shift to how to apply the technology.

“We do not need to be the ones who develop the frontier technology to be the ones who draw the greatest value from it,” von der Leyen said in mid-September during her State of the European Union speech, which sets the agenda in Brussels for the coming year.

That followed a Sept. 4 seminar at which the Commission’s AI envoy, Siemens chair Jim Hagemann Snabe, told 27 commissioners that the EU should focus less on winning the race to build AI and more on how to use it to turn around the bloc’s productivity, two Commission officials said.

The scale of the challenge is clear: At the end of last year, only 1 in 5 European businesses used AI in their activities, with Denmark as the frontrunner (42%) and Romania at the bottom of the pack (5.2%), according to Eurostat.

The bloc’s poor showing is mainly because of small and medium-sized companies that make up the lion’s share of Europe’s economy. Last year, 55% of Europe’s large companies used AI, compared to only 17% among small companies — who, according to a recent OECD report — limit themselves to off-the-shelf AI tools for specific tasks.

People arrive to attend Mistral’s AI Now Summit in Paris on May 28, 2026. | Stephane de Sakutin/AFP via Getty Images

Companies that considered using AI but decided against it cited a lack of expertise as their top concern, even before regulatory concerns. American business leaders have also said that regulatory and political uncertainty is holding them back.

Over the next few weeks, the European Commission will make several efforts to boost adoption rates. On Nov. 16, it organizes an “Apply AI summit” to “accelerate AI implementation in strategic industries.” Von der Leyen name-checked health, transport, agrifood, advanced manufacturing, defense and space as areas with the “biggest potential.”

Some in Brussels are quick to push back on the idea that Europe has given up entirely on the underlying models. 

“We haven’t given up frontier AI; we are now accelerating the development of our AI systems,” the Commission’s tech chief Henna Virkkunen said in an interview when asked about von der Leyen’s stance. “It’s very important for Europe that we have our models … because it’s risky to be totally dependent on other countries.”

Yet Virkkunen pointed to Europe’s lack of compute power as a major bottleneck to building its own frontier AI. 

In the U.K., AI minister Kanishka Narayan said in September that training frontier models is effectively illegal because of the country’s copyright laws. “Britain does not, as a matter of regulation and energy, currently have a position where we can build superintelligence in this country: it is illegal to do so,” he said.

But Narayan has also acknowledged the national security concerns. “We want the world’s leading companies investing here, but we will not accept dependence as the price of that investment,” he said Monday.

U.K. tech companies aren’t counting themselves out of frontier AI just yet. Cosine, a British AI research lab, has pushed back on the idea that American companies dictate the rules of the road. “Britain should not let OpenAI define what a ‘responsible’ frontier lab looks like in a way that just happens to resemble OpenAI,” said Cosine co-founder Yang Li.

Sovereignty fight

French company Mistral released a new model, Large 4, last week, which far-right National Rally President Jordan Bardella said “puts France (and Europe) back in the race for artificial intelligence.”

That came after the CEO of a Berlin-based search engine used by government services said it was dropping Mistral in favor of open-source models, including from China. In an interview, Ecosia founder and CEO Christian Kroll cited poor performance as one of the concerns — as well as sovereignty, given that Mistral has non-European investors.

“With Mistral Large 4, we have significantly narrowed the gap with the best models in the world, using far less compute than our competitors,” the Mistral spokesperson said.

The company’s CEO Arthur Mensch has also pushed back against the idea that Europe should not have its own models, warning the continent could end up with “an extractive economy” dependent on foreign providers.

Yet the state of the race is forcing European companies to accept that is the status quo.

U.S. frontier models have already proven capable of finding and exploiting cyber vulnerabilities. Asked whether it’s a competitive disadvantage not to have access to those, Legora’s Junestread said: “Yes … absolutely.”

Zoya Sheftalovich and Frank Hersey contributed reporting.

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