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Why Every Engineering Team Now Has an Unofficial AI Budget Line

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Why Every Engineering Team Now Has an Unofficial AI Budget Line


photovoltaics factory engineering team using laptop research scaled Why Every Engineering Team Now Has an Unofficial AI Budget Line
Image credit: DC Studio, via Freepik. Free license

A staff engineer at a logistics startup told me his team burned through an entire sprint debating which linter to standardize on, then adopted three different AI coding assistants across the same team without a single meeting about it. Nobody asked permission. Developers just started using whatever worked, quietly, on their own laptops, and by the time leadership noticed, the tools were already load-bearing.

That’s roughly how AI adoption has gone across most engineering organizations. Not a rollout. More like water finding cracks in a foundation nobody sealed in time.

Adoption Happened Bottom-Up, Which Changed the Usual Rules

Most enterprise software gets adopted top-down: procurement evaluates vendors, IT sets standards, training gets scheduled. AI coding tools mostly skipped that entire process. A developer downloaded an extension, tried it on a Tuesday, and kept using it because it saved real time on something tedious.

This matters because it means the tools spread through genuine usefulness rather than mandate, which is a healthier signal than most enterprise software gets. But it also means a lot of organizations are running these tools without the governance, security review, or budget planning that would normally accompany a new tool touching every line of production code.

The Skill That Matters Most Has Changed

Writing code fast used to be the thing that separated a strong developer from an average one. That’s no longer quite true. A developer working with an AI assistant writes less code directly and reviews far more of it, which means judgment now matters more than typing speed.

Here’s the uncomfortable part. Reviewing AI-generated code well is a distinct skill, and it’s not one most computer science programs or bootcamps have caught up to teaching yet. A developer can produce working software for months while quietly outsourcing the reasoning behind it, and that gap doesn’t show up until something breaks in a way nobody on the team fully understands.

Why does that matter for hiring? Because interviewing for “can this person write code” is increasingly the wrong question. The better one is whether they can catch a subtly wrong AI suggestion before it ships.

Pricing Models Are Still Catching Up to How the Tools Actually Get Used

For a while, AI coding assistants were priced the way most SaaS tools are: flat monthly fee, unlimited usage, done. That worked fine when most usage looked like autocomplete. It stopped working once agent-style features, where the AI runs multi-step tasks across a codebase largely on its own, started consuming far more compute per interaction than a simple suggestion.

GitHub Copilot pricing plans changed meaningfully in 2026 to reflect this. The company moved from counting flat premium requests to a usage-based credit system tied to actual token consumption, while keeping basic code completions free and unmetered across every paid tier. A developer who mostly uses light autocomplete barely touches their monthly allowance. A developer running agent tasks constantly can burn through the same allowance in a couple of weeks, then hit overage charges that weren’t part of anyone’s original budget conversation.

This is the detail finance teams keep missing. A flat per-seat number looks predictable right up until usage patterns change, and usage patterns have been changing fast as agent features mature.

Security Review Hasn’t Kept Pace With Adoption Speed

An AI assistant with access to a company’s codebase is, functionally, a third party reading proprietary code constantly. Most security teams have a process for vetting that kind of access. Most of them built that process before developers started installing these tools individually, one laptop at a time, faster than any review cycle could track.

The organizations handling this well have gone back and retrofitted real policy: which tools are approved, what data can touch them, how code suggestions get audited before merging. The ones handling it poorly are the ones who’ll discover the gap during an incident review, which is a genuinely bad way to learn where your policy was missing.

The Advantage Goes to Teams That Built Process Around the Tools, Not Just Access to Them

Two engineering teams can have identical access to the same AI tools and get completely different results. The difference isn’t the tool. It’s whether the team built real review habits, usage guidelines, and cost tracking around it, or just handed out licenses and hoped for the best.

The teams pulling ahead aren’t the ones using the newest model first. They’re the ones treating this less like a software purchase and more like a genuine change in how engineers spend their attention, day to day, on the parts of the job that still require a human to actually think.




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AliExpress Fine Sharpens EU Platform Rules

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AliExpress Fine Sharpens EU Platform Rules

Brussels’ record DSA penalty turns unsafe online goods into a wider accountability case The European Commission has fined AliExpress €550 million for breac…

Brussels’ record DSA penalty turns unsafe online goods into a wider accountability case

The European Commission has fined AliExpress €550 million for breaching the Digital Services Act, accusing the online marketplace of failing to properly assess and reduce the risks posed by illegal, unsafe and counterfeit products sold through its platform. The decision is one of the clearest signs yet that Brussels intends to treat e-commerce platforms not merely as digital shopfronts, but as systems with direct responsibilities for consumer safety, fair competition and public trust.

The penalty, announced on 20 July, follows a Commission investigation into whether AliExpress had met its duties under the EU’s flagship online platform law. According to the European Commission’s decision, the company failed to diligently assess and mitigate risks linked to the sale of illegal, unsafe or counterfeit goods, including counterfeit clothing, unsafe toys and dangerous cosmetics.

For European consumers, the case is about more than one marketplace. It asks whether the convenience of low-cost, high-volume online shopping can be reconciled with basic safety guarantees that already apply in physical shops. The Digital Services Act was built around a simple principle: what is illegal offline should not be allowed to circulate unchecked online.

A Fine About Systems, Not Only Listings

The Commission said AliExpress fell short both in assessing risks and in taking effective measures to reduce them. That distinction matters. Regulators are not only questioning whether individual listings should have been removed faster, but whether the company’s wider moderation, trader control and product-checking systems were strong enough for a platform operating at large scale inside the EU.

Brussels found that AliExpress had not adequately evaluated how illegal or unsafe products could spread through its services. It also concluded that safeguards designed to stop those products from appearing or reappearing were not effective enough. Independent European reporting noted Commission concerns over staffing, automated detection and controls that sellers could allegedly bypass through product miscategorisation, while AliExpress disagreed with the fine and described it as disproportionate.

The company now faces a practical compliance deadline. AliExpress has until 20 October 2026 to submit an action plan setting out how it will address the shortcomings identified by the Commission. If the plan is inadequate, or if implementation fails, further enforcement measures could follow.

Why Marketplaces Are Now in Focus

The decision extends a pattern in EU digital enforcement. For several years, much of the public debate around platform regulation focused on social networks, disinformation, political speech and children’s exposure to harmful content. But online marketplaces have increasingly moved to the centre of the same regulatory conversation because their risks are not abstract: unsafe products can enter homes, classrooms and workplaces.

The European Times has previously covered how the EU’s DSA scrutiny widened to e-commerce in the Shein proceedings, where concerns included illegal products, addictive design and recommender-system transparency. The AliExpress fine makes that shift more concrete. It shows that Brussels is willing to move from investigation to sanction where it believes a platform has failed to control systemic product risks.

For smaller European businesses, the case also carries a competition angle. Companies that comply with EU safety rules, labelling standards and product checks often face higher costs than sellers who ignore them. If large marketplaces allow non-compliant goods to circulate easily, responsible traders are placed at a disadvantage and consumers may struggle to distinguish safe products from unsafe ones.

Consumer Protection as Digital Rights

The DSA is often described as a technology law, but this case shows its human dimension. A dangerous cosmetic, a faulty toy or a counterfeit product is not only a regulatory breach. It can affect health, family safety and the ability of consumers to make informed choices. The Commission’s enforcement approach therefore links digital governance with everyday rights: protection from harm, access to reliable information and fair treatment in the marketplace.

That does not remove the need for due process. AliExpress can contest the decision through the EU legal system, and the Commission must be able to defend both its findings and the proportionality of the penalty. Large fines can make headlines, but the lasting test is whether enforcement produces safer systems rather than one-off announcements.

The next stage will be watched closely by other platforms. If AliExpress proposes credible changes, Brussels may point to the case as evidence that the DSA can force practical reform. If the dispute becomes a prolonged legal battle, it will help define how far the EU can go in holding global marketplaces responsible for the goods they help circulate.

Either way, the message from Brussels is no longer theoretical. The EU is telling major online platforms that scale brings duties, and that consumer safety cannot be outsourced to terms of service, automated filters or after-the-fact removals alone.

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France Nears Under-15 Social Media Ban

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France Nears Under-15 Social Media Ban

Compromise text moves Paris closer to one of Europe’s strictest child online safety rules French lawmakers are moving toward final approval of a bill that…

Compromise text moves Paris closer to one of Europe’s strictest child online safety rules

French lawmakers are moving toward final approval of a bill that would bar children under 15 from accessing social media, after deputies and senators reached a compromise designed to take effect from the start of the 2026 school year. The measure places France at the centre of Europe’s fast-moving debate over children’s rights, platform design and privacy-safe age checks.

The compromise was deposited on Monday by a joint parliamentary committee, according to the French National Assembly’s legislative dossier. The text is due for public debate on Tuesday, 21 July, as Parliament enters the final stretch before the summer recess.

If adopted, the measure would prohibit access to online social networking services for minors under 15. It would exempt online encyclopaedias, educational or scientific directories, and open-source digital education projects. The bill is scheduled to enter into force on 1 September 2026, with a four-month transition period for accounts created before that date.

A national law inside a European argument

The French proposal arrives just days after the European Commission published the recommendations of its special panel on child safety online. The Commission said Europeans are deeply concerned about risks faced by children on social media, including cyberbullying, harassment, grooming and sexual exploitation, and that nearly two thirds of respondents want EU rules restricting children’s social media access by age.

The Commission has said the panel’s work will inform EU-level proposals after the summer, making the French vote more than a domestic school-year policy. It is also an early signal of how national governments may act while Brussels weighs a common framework for age-appropriate digital services.

The European debate is not simply about whether children should spend less time on screens. It is also about who carries responsibility for harmful online environments. As The European Times reported in its recent coverage of child safety online, regulators are increasingly looking at platform architecture, recommendation systems and addictive design rather than placing the burden only on parents and young users.

Protection, privacy and proportionality

Supporters of the French bill argue that a clear age floor is needed because voluntary parental controls and platform promises have not kept pace with the scale of online harms. They point to mental-health concerns, exposure to violent or sexual content, harassment and the difficulty families face in enforcing limits against services built for constant engagement.

Rights advocates and digital policy specialists, however, warn that age bans can create new risks if they rely on intrusive identity checks or push children toward less regulated spaces. A durable system would need to verify age without building large databases of children’s identities, excluding vulnerable young people from support networks, or limiting access to legitimate educational and civic information.

That tension is now the centre of the policy question. A ban may be politically clear, but enforcement will depend on technical systems, regulatory coordination and the willingness of major platforms to redesign services around children’s rights rather than only around user growth.

For France, the immediate question is parliamentary approval. For Europe, the larger question is whether national measures become a patchwork of different age limits or the starting point for a coherent EU approach. The European Commission has already signalled that it intends to present proposals based on the special panel report after the summer.

If the French bill passes, its practical effect will be watched closely by governments, schools, parents, child-rights groups and technology companies across the bloc. The result may shape not only how Europe restricts children’s access to social media, but how it defines platform responsibility in the digital public square.

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LIVE: Haiti endures violence and hunger, but hopes grow for a more secure future

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LIVE: Haiti endures violence and hunger, but hopes grow for a more secure future

Haiti’s future success depends on “security, political engagement, and humanitarian action reinforcing each other,” the UN’s most senior official in Haiti has told the UN Security Council which met in New York on Monday to discuss the way forward for the embattled Caribbean island nation.

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AirBrush vs Picsart: Which AI Photo Editor Is Better?

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AirBrush vs Picsart: Which AI Photo Editor Is Better?


Artificial intelligence has completely changed the way people edit photos. Tasks that once required advanced software and professional editing skills can now be completed in just a few clicks. Whether you’re a content creator, online seller, marketer, or someone who simply enjoys taking photos, AI-powered editing tools have made it easier than ever to create high-quality images.

Image credit: Magnific, free license

Among today’s most popular AI photo editors are AirBrush and Picsart. Both platforms offer intelligent editing features, but they are designed with different users in mind. If you’re looking for an AI photo enhancer that can quickly improve image quality while keeping the editing process simple, choosing the right platform can make a significant difference.

Modern creators also need more than just filters and effects. They often need tools that can remove object from photo, improve image resolution, clean backgrounds, and prepare professional visuals for social media, online stores, or marketing campaigns. While both AirBrush and Picsart include AI-powered features, one platform focuses more heavily on delivering professional-quality photo enhancement with minimal effort.

What Is AirBrush?

AirBrush is an AI-powered photo editing platform built specifically to simplify image enhancement. Instead of overwhelming users with complicated editing tools, AirBrush focuses on intelligent automation that helps anyone produce professional-looking photos in seconds.

The platform combines multiple AI editing tools into one simple interface, making it ideal for beginners while still offering enough functionality for creators, photographers, marketers, and businesses.

Some of AirBrush’s most popular features include:

  • AI Photo Enhancer
  • AI Object Remover
  • Background Remover
  • AI Image Extender
  • Portrait Retouch
  • AI Makeup
  • Photo Restoration
  • Image Upscaler
  • Video Editing Tools

Rather than switching between several editing applications, users can complete nearly every editing task from one platform.

What Is Picsart?

Picsart is one of the largest creative editing platforms available today. While it started as a mobile photo editor, it has evolved into an all-in-one creative suite that includes graphic design, templates, stickers, AI image generation, collage creation, and basic photo editing.

Its wide variety of creative tools makes it attractive for users who enjoy designing social media graphics and artistic content.

However, because Picsart focuses on many different creative features, its AI photo editing tools are only one part of a much larger platform.

Ease of Use

Both AirBrush and Picsart are designed to be beginner-friendly, but they approach editing differently.

AirBrush keeps the experience simple. Users upload a photo, select the AI feature they need, and allow artificial intelligence to handle the editing automatically. The interface is clean, intuitive, and easy to navigate, even for someone with no editing experience.

Picsart offers many more editing options, templates, effects, and design tools. While this flexibility appeals to creative users, the larger number of features can make the interface feel more crowded and slightly more difficult to learn.

For users who simply want beautiful photos without a learning curve, AirBrush provides a smoother experience.

Winner: AirBrush

AI Photo Enhancement

One of the biggest differences between the two platforms is their approach to photo enhancement.

AirBrush was built around AI-powered image improvement. Its Photo Enhancer automatically sharpens details, restores clarity, improves lighting, enhances colors, reduces noise, and increases image resolution while maintaining a natural appearance.

This makes it especially useful for restoring older images, improving smartphone photos, enhancing portraits, and preparing product photography for online stores.

Picsart also offers AI enhancement tools, but its primary focus remains creative editing rather than image restoration. While it performs well for everyday edits, it doesn’t place the same emphasis on professional-quality photo enhancement.

For users whose priority is improving image quality, AirBrush clearly stands out.

Winner: AirBrush

AI Editing Features

Both platforms continue expanding their AI capabilities, but they serve different purposes.

AirBrush focuses on practical editing tools that solve everyday problems. Users can enhance images, remove unwanted objects, eliminate backgrounds, restore old photographs, expand image borders, retouch portraits, and improve overall photo quality—all from one platform.

Picsart includes AI-powered image generation, artistic effects, templates, stickers, and design elements that are useful for creating visually engaging graphics.

If your work revolves around producing polished photographs instead of graphic designs, AirBrush offers a more focused editing experience.

Best for Content Creators

Content creators publish across multiple platforms every day, which means efficiency is just as important as quality.

AirBrush helps creators prepare professional images for Instagram, TikTok, YouTube, Pinterest, blogs, and online portfolios without spending hours editing. Its automated workflow reduces repetitive tasks while maintaining consistent results.

Picsart is also popular among influencers because of its creative templates and social media assets. However, creators who prioritize photo quality often need stronger enhancement tools than templates alone can provide.

For creators producing sponsored content, product photography, or professional portraits, AirBrush offers greater value.

Best for Businesses and Online Sellers

High-quality images can directly influence customer confidence and online sales.

Businesses need clean product photography, attractive marketing visuals, and consistent branding across websites and marketplaces.

AirBrush simplifies this process by combining image enhancement, background removal, object removal, portrait editing, and image upscaling into one workflow. This allows businesses to create professional-looking product images quickly without hiring professional designers.

Picsart offers plenty of creative design features but is generally better suited for social graphics rather than product image optimization.

For e-commerce businesses, AirBrush is the more practical solution.

Performance and Workflow

One of AirBrush’s greatest strengths is speed.

The platform is designed to complete common editing tasks with minimal user input. Instead of manually adjusting brightness, contrast, sharpness, colors, and retouching settings individually, artificial intelligence performs most of the work automatically.

This allows creators to edit more images in less time while maintaining consistent quality.

Picsart provides greater creative freedom but often requires more manual adjustments to achieve similar photo enhancement results.

For users managing large volumes of images, AirBrush offers a more efficient workflow.

Pricing

Both AirBrush and Picsart offer free versions alongside premium subscription plans.

The free versions provide access to basic editing tools, while premium memberships unlock advanced AI features and additional capabilities.

Since pricing and subscription options change over time, users should compare the latest plans based on their editing needs and preferred features.

Final Verdict

AirBrush and Picsart are both powerful AI-powered editing platforms, but they serve different audiences.

Picsart is an excellent creative platform for users interested in graphic design, templates, collages, artistic effects, and social media graphics.

AirBrush, however, is built specifically for users who want fast, intelligent, professional-quality photo editing. Its AI-powered Photo Enhancer, Object Remover, Background Remover, Portrait Retouch, Image Extender, and restoration tools create a streamlined editing experience that produces impressive results with minimal effort.

For creators, photographers, businesses, online sellers, and anyone looking to improve images quickly and efficiently, AirBrush is the stronger choice. Its combination of powerful AI technology, easy-to-use interface, and comprehensive editing tools makes it one of the best AI photo editors available today. If your goal is to achieve professional-quality images without spending hours editing, AirBrush is the clear winner.




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Ukraine: UN condemns overnight attack on Kyiv

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Ukraine: UN condemns overnight attack on Kyiv

The UN Humanitarian Coordinator in Ukraine, Matthias Schmale, said on Sunday that the large-scale overnight attack also damaged homes, shops and a metro station. 

It came a day after a deadly strike on the Odesa region that killed and wounded several people, including children, at an amusement park.

Devastating toll

“The increasing toll of these attacks on civilians across the country is devastating, including in urban centres far from the frontline,” Mr. Schmale said in a statement posted on X.

Recalling that civilians and civilian infrastructure are protected under international law, he stressed that “civilians, their homes, and life-saving humanitarian assistance must never be a target.”

The UN humanitarian affairs office OCHA said aid workers provided meals, shelter materials and psychological and legal support to affected residents in the aftermath of the attack which “damaged homes and destroyed livelihoods.”

Women bearing the brunt

UN Women posted a tweet with a photo of several people standing amid the wreckage of an outdoor market in the Lukianivska district, one of the hardest-hit areas.

Women sellers there “survived what Ukrainian authorities describe as one of the largest and most intense Russian attacks on Kyiv and the Kyiv region,” the agency said, noting that “41 missiles were launched within just 40 minutes overnight according to officials.”

The market sellers had returned to work “as soon as the air raid ended.” Although “their determination testifies to Ukrainian women’s remarkable resilience”, it also serves as “a stark reminder that women continue to bear a disproportionate burden of this war.”

Between January and May of this year, civilian casualties among women and girls increased by an estimated 34 per cent compared with the same period in 2025, UN Women said, underscoring the war’s devastating impact on women and the urgent need to end the violence and ensure gender-responsive humanitarian assistance and recovery efforts.

WHO warehouse damaged

A warehouse used by the UN World Health Organization (WHO) in the Kyiv region was also damaged in the attack.

While all staff were reported safe and no medical supplies were stored there, “still, it was key to WHO’s operations,” the agency tweeted, adding that “such attacks make it harder to support health systems.”

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Hungarian President Signs Law Ending His Own Term

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Hungarian President Signs Law Ending His Own Term

Tamás Sulyok’s removal clears an Orbán-era obstacle but intensifies debate over how Hungary should rebuild its democratic institutions Hungarian President…

Tamás Sulyok’s removal clears an Orbán-era obstacle but intensifies debate over how Hungary should rebuild its democratic institutions

Hungarian President Tamás Sulyok has signed a constitutional amendment that terminates his own mandate, ending a confrontation with Prime Minister Péter Magyar’s new government. The measure forms part of a wider effort to dismantle institutions inherited from Viktor Orbán’s 16 years in power, but human rights organisations and constitutional experts warn that democratic renewal must itself respect legal safeguards.

BUDAPEST — Hungary’s president has signed into law a constitutional amendment that brings his own term in office to an early end, marking an extraordinary new stage in the country’s transition away from the political system built under former prime minister Viktor Orbán.

Tamás Sulyok signed the amendment on Saturday, the final day of the period available to him. His mandate is expected to end at midnight on Monday, after which National Assembly Speaker Ágnes Forsthoffer will temporarily assume the functions of president.

Parliament must then elect a new head of state within 30 days. Hungary’s president is elected by lawmakers rather than by a direct popular vote.

An extraordinary presidential signature

Sulyok, a former president of Hungary’s Constitutional Court, was elected head of state by the then Fidesz-controlled Parliament in 2024. His five-year term was originally due to continue until March 2029.

However, Prime Minister Péter Magyar repeatedly called on Sulyok and other senior officials appointed during the Orbán era to resign after Magyar’s centre-right Tisza party secured a two-thirds parliamentary majority in the April 2026 election.

Magyar accused the president of failing to defend Hungary’s constitutional system during years of democratic decline. Sulyok rejected that criticism, arguing that the presidency should remain above party-political disputes.

When Sulyok declined to step down voluntarily, the new majority amended Hungary’s Fundamental Law to state that the incumbent president’s mandate would end after the provision entered into force.

In a statement explaining his decision, Sulyok said that he had “no constitutional means to challenge this amendment”. He maintained that the measure violated constitutional principles, even though Parliament had adopted it through the legally established procedure.

Refusing to sign, he said, would itself have placed him in breach of his constitutional duty.

Changes reach far beyond the presidency

The seventeenth amendment to Hungary’s Fundamental Law does considerably more than remove Sulyok.

It introduces a limit of 12 years, or three electoral terms, for members of Parliament. Sitting mandates are not immediately affected, but the restriction could prevent numerous long-serving Fidesz politicians — potentially including Orbán — from standing in future elections.

The amendment also imposes a retirement age of 70 on Constitutional Court judges and reduces future judicial terms from 12 to nine years. The age limit will end the tenure of the court’s president, Péter Polt, and affect several other judges appointed under the previous government.

At the same time, the reform restores some review powers previously removed from the Constitutional Court, changes the procedures for selecting senior judicial officials and establishes a National Asset Recovery and Asset Protection Office. The new body will be responsible for tracing and recovering public assets believed to have been unlawfully handled or transferred.

Magyar presents these measures as necessary to prevent officials loyal to the former government from obstructing democratic and anti-corruption reforms. His administration has also closed the controversial Sovereignty Protection Office and suspended the news service of public television and radio pending restructuring.

These actions form part of the broader reorientation of Hungary’s relationship with the European Union following years of conflict over judicial independence, media freedom, corruption and civil society.

Can democracy be restored through exceptional measures?

The objectives of the reforms — stronger judicial independence, effective anti-corruption controls and the restoration of institutional checks — broadly correspond with changes long requested by European institutions and civil society organisations.

The method used to remove the president, however, has created a difficult rule-of-law question: whether a large electoral mandate permits a government to alter the constitution for the purpose of terminating the mandate of a particular officeholder.

Amnesty International criticised Sulyok for failing to speak out against arbitrary practices under Orbán but concluded that the government’s removal procedure was “not the right approach”. The organisation stressed that Sulyok was entitled to a fair process and legal safeguards.

The European Commission’s rule-of-law demands have focused on judicial independence, anti-corruption protections and fundamental rights. They did not include the removal of the president.

That distinction matters. Democratic reconstruction is not measured only by the institutions a government abolishes or replaces. It is also measured by whether changes are predictable, proportionate and subject to meaningful review.

Orbán and Fidesz have portrayed Sulyok’s removal as evidence that Magyar is replacing one form of concentrated power with another. Orbán warned that if such a measure could be used against the president, other officeholders could also be vulnerable.

That criticism carries political irony after years in which Orbán’s governments repeatedly used parliamentary supermajorities to reshape Hungary’s constitution and extend political influence over state institutions. Nevertheless, the previous government’s record does not remove the need to examine the new government’s actions on their own merits.

A wider constitutional reset is still ahead

Magyar has promised a broader process to replace the Fundamental Law adopted under Orbán in 2011. A new constitution is expected to be prepared through public consultation and submitted to a referendum.

That process could provide an opportunity to rebuild confidence in Hungary’s constitutional order. Its credibility will depend on whether opposition parties, civil society, judges, legal experts and minority communities are able to participate meaningfully.

The choice of Sulyok’s successor will offer an early indication of the government’s direction. A president perceived only as a loyal representative of the new majority would reinforce concerns that political control is changing hands rather than being limited. A broadly respected and independent candidate could instead help restore trust in the office.

Hungary’s change of government created an opportunity to reverse years of institutional decline. Sulyok’s departure removes one of the last senior officeholders appointed during the Orbán period, but it also demonstrates the risks involved when constitutional power is used to resolve political disputes.

For Hungary’s democratic renewal to endure, the new authorities will have to show that the rule of law is not simply a tool for removing the old order. It must also restrain those now entrusted with building the new one.

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NIST Expands Its Library of ‘Chemical Fingerprints’ to Identify Unknown Substances

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NIST Expands Its Library of ‘Chemical Fingerprints’ to Identify Unknown Substances


Whether you’re a researcher stumped by a mystery compound or a manufacturer perplexed by an unknown substance, there’s a major resource you can rely on: a library of chemical fingerprints, known as mass spectra, that the National Institute of Standards and Technology (NIST) has maintained for decades.

Vials of some of the chemicals analyzed in the NIST mass spectral database. Credit: T. Mak/NIST
Vials of some of the chemicals analyzed in the NIST mass spectral database. Credit: T. Mak/NIST

Now, NIST has released the latest update to that library, which industry experts, forensic scientists and others have used since 1988 to identify unknown substances in food, drugs, cosmetics, the environment and even space rocks.

The expanded library, formally known as Standard Reference Database 1A, contains mass spectra measured from hundreds of thousands of compounds.

NIST scientists generate chemical fingerprints using a mass spectrometer, an instrument that ionizes and shatters a compound into charged fragments and then sorts those fragments by their mass-to-charge ratio. That gives researchers enough information to create a bar-chart-like graph known as a mass spectrum that is unique to that particular chemical.

Researchers and manufacturers can use mass spectrometry to create their own bar chart of a mystery substance and run it through the NIST library to find a match.

“Just as a person may be identified by comparing their DNA to a database, a chemical compound may be identified by comparing its mass spectrum to the NIST database,” said Bill Wallace, group leader of NIST’s Mass Spectrometry Data Center.

Commonly called NIST26, the NIST Mass Spectral Library comes preinstalled on many commercial mass spectrometers. Users can purchase the updated library from their instrument manufacturer or other independent distributors.

To ensure that the updated library meets NIST’s standards, NIST scientists use a comprehensive, software-based evaluation process that relies on decades of experience.

One of the world’s largest mass spectral databases, the NIST26 library has two main components. The Electron Ionization (EI) Library contains fingerprints of compounds that are easily vaporized. Roughly 35,000 new compounds have been added to this library, for a total of over 382,180. The Tandem Library is used to identify nonvolatile compounds that dissolve in liquids. This library has 17,000 new compounds for a total of 68,635 substances.

Compounds added to the new version of the NIST library include:

  • Minor cannabinoids, trace chemicals hidden inside the cannabis plant that are being explored for medical uses, including pain relief.
  • Nitazenes, a potent class of opioids increasingly associated with fatal drug overdoses.
  • Thiophenes, a class of ring-shaped, sulfur-containing organic molecules found by NASA’s Curiosity rover and which are a possible signature of ancient life on Mars.
  • Complex organic compounds known as alkylated polycyclic aromatic hydrocarbons (PAHs), found in dust from the near-Earth asteroid Bennu; PAHs may have seeded the infant Earth with some chemical compounds necessary for life.
  • Plant-based derivatives of serotonin and dopamine, known respectively as N-(p-Coumaroyl) serotonin and N-Methyldopamine, which are being studied as potential therapeutic agents due to their antioxidants and anti-inflammatory properties.
  • An expanded set of per- and polyfluoroalkyl substances (PFAS), “forever chemicals” found in the environment.

Interested individuals can visit the Mass Spectrometry Data Center’s newly updated website chemdata.nist.gov for more information.

Source: NIST




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Latvia Border Pressure Pulls Schengen Into View

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Latvia Border Pressure Pulls Schengen Into View

Riga’s rising Belarus frontier numbers are forcing a regional debate over security, solidarity and migrant rights Latvia is facing renewed pressure on the…

Riga’s rising Belarus frontier numbers are forcing a regional debate over security, solidarity and migrant rights

Latvia is facing renewed pressure on the EU’s eastern frontier as attempted crossings from Belarus rise sharply, pushing Lithuania to weigh whether temporary checks on its border with Latvia may become necessary. The episode has turned a familiar security dispute with Minsk into a wider Schengen question: how Europe protects its borders without letting vulnerable people become instruments in a political confrontation.

Latvia’s State Border Guard said that on Thursday, 16 July, 111 people were stopped from illegally crossing the Latvia-Belarus border, bringing the total reported this year to 8,253. The figures point to a sustained shift in pressure toward Latvia after years in which Lithuania, Latvia and Poland have all accused Belarus of directing migrants toward the EU border as a form of coercion.

For Riga, the issue is not only operational. Latvian officials describe the crossings as part of a hybrid campaign linked to Belarus’s support for Russia’s war against Ukraine and to wider efforts to strain EU institutions. But the people at the border are not abstractions in that contest. Many are third-country nationals caught between smugglers, authoritarian pressure tactics and EU states determined to prevent irregular entry.

A border problem becomes a Schengen problem

The pressure is now spilling into relations between Baltic neighbours. Lithuanian public broadcaster LRT, reported by Latvia’s LSM, said Lithuania’s incoming interior minister had not ruled out temporary controls with Latvia if secondary migration cannot be managed by other means. Lithuanian officials said secondary migration from Latvia had risen fourfold compared with the first half of last year.

That possibility matters because the Schengen area depends on trust that external borders are being managed effectively, while internal border controls remain exceptional. Once one member state restores checks, others often face pressure to follow, with consequences for cross-border workers, transport, trade and the wider sense of a common European space.

The European Commission’s own Schengen guidance says internal border controls are a measure of last resort and must be limited by necessity and proportionality. That principle is becoming harder to defend politically as member states cite overlapping threats: irregular migration, smuggling networks, Russian sabotage risks, pressure on asylum systems and the war in Ukraine.

Security cannot erase rights

The Baltic states have strong grounds to take Belarusian tactics seriously. Since 2021, Minsk has been accused of facilitating migrant movements toward EU borders in retaliation for European sanctions and support for Belarusian democratic forces. Latvia, Lithuania and Poland have invested heavily in border infrastructure and have repeatedly extended emergency or enhanced security measures.

Yet a rights-based approach requires more than naming Belarus’s strategy. It also requires examining how EU states treat people who may have protection claims, health needs, family vulnerabilities or exposure to trafficking. Pushbacks, prolonged limbo and opaque procedures can turn a legitimate security response into a legal and humanitarian failure.

That tension has appeared across Europe’s wider border debate. As previous European Times reporting on Schengen controls has noted, Brussels has been trying to preserve open internal borders while acknowledging member states’ security concerns. Latvia’s case shows why that balance is becoming more fragile on the eastern flank.

Solidarity has to be practical

For Latvia, the immediate need is manpower, coordination and predictable support from neighbours and EU agencies. For Lithuania, the concern is that pressure at Latvia’s external border may reappear as secondary movement inside the Schengen area. For the EU as a whole, the risk is that every new episode of border pressure normalises internal checks and weakens common asylum safeguards.

The answer cannot be either complacency or panic. Belarus’s use of migration as pressure should be confronted as a security challenge. At the same time, Europe’s response should remain anchored in law, individual assessment and humane treatment. The credibility of the EU’s frontier policy depends on proving that both commitments can hold at once.

Latvia’s border numbers are therefore more than a national security statistic. They are a warning about the stress now placed on Schengen, on Baltic solidarity and on Europe’s ability to defend borders without abandoning the people who arrive at them.

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EU Rule-of-Law Report Turns to Follow-Through

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EU Rule-of-Law Report Turns to Follow-Through

Brussels says reforms are moving, but civil-society groups warn that media freedom, protest rights and civic space still need stronger protection The Europ…

Brussels says reforms are moving, but civil-society groups warn that media freedom, protest rights and civic space still need stronger protection

The European Commission’s 2026 Rule of Law Report has put a sharper question before EU governments: whether annual democratic monitoring can now produce practical change. Published on Friday and still shaping Brussels debate on Saturday, the report records progress on national recommendations, but rights groups argue that civic space, media freedom and checks on executive power remain vulnerable across the Union.

The 2026 Rule of Law Report reviews all 27 EU Member States, as well as Albania, Montenegro, North Macedonia and Serbia, across four areas: justice systems, anti-corruption frameworks, media pluralism and freedom, and institutional checks and balances. It is the latest edition of a monitoring cycle that has become one of the EU’s main tools for identifying democratic pressure before it becomes a full institutional crisis.

This year’s report says 47% of the recommendations issued in 2025 have been followed up by Member States either fully or partially, with at least limited progress on another 23%. The Commission presents that as evidence that its annual review is helping to steer reforms. But the same figures also show that a significant share of recommendations remain unresolved, while some of the most sensitive problems involve political incentives that technical dialogue alone may not fix.

From diagnosis to enforcement

The report’s significance lies less in its yearly publication than in what comes after it. For years, the EU has struggled with a familiar democratic dilemma: it can identify patterns of pressure on courts, media, civil society and anti-corruption bodies, but its response often depends on lengthy legal procedures, difficult votes among governments, or budget measures that are politically contested.

The Commission now says its recommendations are becoming more targeted and operational, and it links rule-of-law performance to the next EU long-term budget. That matters because democratic safeguards are not abstract Brussels values. They determine whether journalists can investigate public money, whether courts can restrain government power, whether civil-society groups can operate without intimidation, and whether citizens have remedies when authorities overreach.

For enlargement countries, the inclusion of Albania, Montenegro, North Macedonia and Serbia as part of the report’s monitoring frame is also important. The EU is asking candidate countries to align with democratic standards while some Member States continue to face unresolved concerns of their own. Credibility requires both: fair scrutiny of aspiring members and serious follow-up inside the Union.

Civic space remains the unresolved warning

Civil-society organisations have welcomed rule-of-law monitoring as necessary, but many argue that it still underestimates the pressure facing associations, protesters, human-rights defenders and independent media. A joint civic-space contribution coordinated by Civil Society Europe warned before the report that peaceful assembly, freedom of expression and the enabling environment for civil society were facing restrictive trends in several Member States.

That warning should not be treated as a side note. In practice, civic space is where the rule of law becomes visible. A court may be formally independent, but if activists face punitive administrative rules, journalists are buried under lawsuits, or minority communities cannot challenge state action, democratic protection becomes uneven. Monitoring justice systems and anti-corruption bodies is essential, but it is not enough if the people who expose abuse are left exposed themselves.

The Commission’s dialogue-based approach has advantages. It can encourage reforms without immediately turning every concern into a confrontation. It can also help governments that genuinely want to repair weak institutions. But dialogue has limits when authorities use legal forms to narrow public participation, concentrate media influence or weaken oversight while insisting that national procedures have been followed.

Hungary shows why repair must be concrete

Hungary remains one of the clearest examples of how rule-of-law scrutiny can move from diagnosis to democratic repair only if institutions are renewed in practice. Recent European Times coverage has argued that Hungary’s current reset should reach beyond courts and corruption to include privacy, access to information and minority rights, areas where citizens often encounter state power most directly. The debate over Hungary’s rule-of-law reset illustrates a wider EU problem: replacing political leadership does not automatically rebuild trust in watchdogs, regulators and public authorities.

The same lesson applies beyond Hungary. A rule-of-law report can identify whether a country has changed a law, adopted a strategy or reorganised an institution. The harder question is whether those changes protect people when it matters: when a reporter seeks public-interest information, when a protest is restricted, when a court reviews executive action, or when public money flows through opaque structures.

That is why the Commission’s 2026 report should be read as both progress and warning. The progress is real where governments have responded to recommendations and opened reforms. The warning is that democratic decline rarely arrives as one dramatic rupture. It often appears as a series of administrative burdens, budget pressures, media ownership changes, politicised appointments, delayed transparency and normalised limits on dissent.

A budget-era rule-of-law debate

The coming EU budget negotiations will test whether rule-of-law findings are treated as polite annual paperwork or as conditions for a functioning Union. If public funds are to support cohesion, security and competitiveness, citizens need confidence that money is managed under independent courts, transparent institutions and free public scrutiny.

The Commission is right to frame the rule of law as connected to prosperity and security. Businesses need legal certainty. Citizens need impartial courts. Journalists and civil society need space to examine power. Minority groups need effective remedies, not only constitutional promises. These are not competing priorities; they are the infrastructure of democratic life.

The 2026 report therefore lands at a decisive moment. It shows that the EU’s monitoring cycle can encourage movement. It also shows that movement is not the same as completion. The next step is follow-through: clearer timelines, firmer consequences for persistent non-compliance, and a more visible place for civic space in the Union’s democratic assessment.

For Europe, the question is no longer whether the rule of law can be measured. It is whether the findings will protect the people who depend on it.

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