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A.I. Discovered a Critical Vulnerability in PHP, a Coding Language Behind Many Websites

21 October 2026 at 20:04
The disclosure heightened concerns about A.I.’s potential to upend cybersecurity unless shortcomings are addressed.

© Annegret Hilse/Reuters

The website for the French government was temporarily unavailable on Wednesday amid hacking concerns stemming from major bugs in a piece of software used widely across the internet.

Australia’s NextDC stock collapse fires a global AI warning

22 October 2026 at 08:08

For two decades, data centers were relatively safe, lucrative real estate investments. They attracted investors because they served as digital infrastructure — the essential plumbing that keeps the internet running. The growth of artificial intelligence (AI) and its increased demands on computing power has meant data centre builders are in a race to build out […]

The post Australia’s NextDC stock collapse fires a global AI warning appeared first on Asia Times.

EU Moves to Rewrite GDPR and Cookie Rules in Major Digital Regulation Overhaul

22 October 2026 at 08:00

The European Union has taken a significant step towards revising its digital regulatory framework after member states agreed proposals to amend the General Data Protection Regulation (GDPR), simplify cookie consent requirements and overhaul cybersecurity reporting obligations.

The Council of the European Union adopted its negotiating position on Wednesday, 21st October, clearing the way for negotiations with the European Parliament once MEPs establish their position.

The measures form part of the European Commission’s Digital Omnibus package, introduced in November 2025, and represent one of Brussels’ most substantial attempts to simplify the regulatory obligations imposed on businesses operating across the single market.

Changes to GDPR and personal data rules

The proposed reforms would modify several provisions of the GDPR, which has governed the processing of personal data across the EU since May 2018.

Rather than replacing the legislation, the Council wants to clarify existing obligations, particularly those concerning pseudonymised information, requests for access to personal data and the use of information in scientific research.

The agreed position retains the existing definition of personal data while introducing provisions intended to clarify when pseudonymised information can be linked to an identifiable individual.

Companies would also benefit from simplified procedures for handling manifestly unfounded or excessive data requests and from reduced information requirements in certain low-risk circumstances.

Another proposed change would extend the deadline for notifying authorities of personal data breaches, while establishing more consistent reporting templates across the EU.

For multinational companies, which currently navigate different interpretations of data protection obligations by national authorities, these provisions could reduce compliance costs and administrative duplication.

However, the changes have raised concerns among European privacy regulators.

In a joint opinion published in February, the European Data Protection Board and European Data Protection Supervisor warned that parts of the Commission’s original proposal could create legal uncertainty and undermine existing protections.

They were particularly concerned about proposals affecting the definition of personal data and the Commission’s potential role in determining when pseudonymised information falls outside GDPR requirements.

The Council’s decision to retain the existing definition addresses part of that debate, although the final legislative text remains subject to negotiations.

Fewer cookie banners for internet users

One of the most visible changes would affect the consent notices encountered by Europeans when visiting websites.

Under the Council’s proposal, additional categories of cookies and similar tracking technologies could be used without obtaining explicit consent, provided the relevant legal conditions are satisfied.

The proposed exemptions include technologies necessary to deliver a service, maintain device security or conduct audience measurement.

For website operators, publishers and online businesses, the changes could reduce the number of consent requests displayed to visitors and simplify technical compliance.

The current system has generated extensive legal disputes over whether consent is genuinely voluntary and whether tracking technologies collect information beyond what users have authorised.

EU Today has previously examined the enforcement of these obligations, including a Belgian court ruling concerning the legality of the advertising industry’s consent framework.

The latest proposal would not abolish consent requirements for commercial tracking or behavioural advertising. Technologies falling outside the permitted exemptions would remain subject to the applicable privacy rules.

Cybersecurity reporting and artificial intelligence

The package also addresses the growing number of reporting obligations imposed on European businesses under overlapping cybersecurity legislation.

The Commission originally proposed a single European reporting mechanism for certain data and cybersecurity incidents.

Member states have instead agreed to establish national entry points, supported by an EU-level information system and provisions for coordinating cross-border notifications.

The Council’s position would also clarify the legal grounds for certain uses of personal data in artificial intelligence systems and introduce safeguards for processing sensitive information in specified circumstances.

These provisions follow increasingly complicated disputes over the application of European privacy legislation to AI development and automated decision-making.

As EU Today reported in its coverage of a major GDPR enforcement case involving Uber, automated processing already presents substantial compliance risks for companies operating within the bloc.

Competitiveness drives regulatory reform

The Commission estimates that its wider digital simplification initiative could save European businesses up to €5 billion in administrative costs by 2029.

The initiative reflects pressure from European governments and business organisations to reduce the regulatory fragmentation that makes operating across multiple EU jurisdictions more expensive.

The Digital Omnibus is part of a broader legislative programme influenced by the competitiveness reports produced by former Italian prime ministers Enrico Letta and Mario Draghi.

Under the Council’s negotiating mandate, several existing data-related rules would also be consolidated, while provisions governing the protection of trade secrets would be strengthened.

The European Parliament must now determine its negotiating position before formal discussions between the institutions can begin. Until the legislation is agreed and adopted, existing GDPR, cookie consent and cybersecurity requirements remain in force.

Flávio Bolsonaro’s Campaign Uses AI to Engineer Fake Support

21 October 2026 at 23:17
Flávio Bolsonaro at a rally for his presidential campaign. Photo: JOTA.

Digital models modified Flávio Bolsonaro’s event photography to artificially expand audiences and simulate support from female voters.


The Brazilian presidential election has become an arena for modern, dirty digital tactics. Senator Flávio Bolsonaro, representing the Liberal Party (PL), has centered his campaign strategy around coordinated digital reach and automated content production.

RELATED: UN Experts Raise Concerns Over Meta’s Handling of Political Expression During Brazil Elections

Rather than working as a traditional political campaign of physical rallies, the operation relies heavily on digital distribution infrastructure across social media platforms.

Flávio’s strategy operates through two main mechanisms. First, the campaign uses synthetic consensus tools, automated social media accounts, AI image generation, and digital avatars to simulate organic public backing.

Second, the campaign benefits from algorithmic distribution asymmetries on digital platforms, which amplify far-right material while placing system restrictions on competing political content.

Collected evidence by independent researchers, journalism networks, and electoral authorities indicates that systemic digital manipulation and platform-level infrastructure played a decisive role in shaping voter perception and electoral engagement in Brazil.

Industrial Bot Networks

A core component of Flávio Bolsonaro’s digital strategy involves the commercial purchase of automated networks designed to manufacture artificial public support.

An investigation by The Intercept Brazil revealed that Flávio Bolsonaro paid Elytron, a cybersecurity firm, to carry out data collection and voter identification to spread rumors and create fake accounts.

These automated tools operate primarily across WhatsApp, Instagram, and X, generating synchronized posts and artificial engagement to bypass standard organic distribution patterns.

This infrastructure uses astroturfing techniques to alter online public discourse. By deploying thousands of automated accounts programmed to post identical messaging scripts, the campaign artificially inflates engagement metrics, pushes specific political hashtags into regional trending lists, and floods comment sections on public news pages.

This creates a false impression of widespread popular momentum, designed to sway undecided voters through perceived consensus.

Technical evaluations submitted during electoral court proceedings reveal the scope of these automated operations. Data presented to electoral monitors shows coordinated account clusters posting at frequencies humanly impossible without software automation.

🚨 BREAKING: Flávio Bolsonaro paid R$600,000 to a company that offered AI to manipulate elections, according to Intercept Brasil. pic.twitter.com/eFcRp74vNw

— Pop Core (@TheePopCore) October 16, 2026

Deepfakes, AI Avatars, Demographic Manipulation

Various social organizations and media outlets have denounced the deployment of AI image and video generation tools as another facet of Flávio Bolsonaro’s digital strategy.

A prominent example occurred during campaign launch events, where the campaign broadcast an AI-generated digital avatar of former president Jair Bolsonaro endorsing his son’s candidacy. This technique allowed the campaign to maintain the political presence of the former president Bolsonaro in public events despite judicial rulings restricting his direct participation in political activities.

In addition, the campaign used AI tools to manipulate visual documentation of campaign gatherings. Documented instances show event photography processed through image generation models to alter crowd compositions.

These AI modifications included scaling up crowd sizes to exaggerate physical attendance and digitally swapping male attendees with female faces. The primary objective of this demographic engineering was to simulate broader support among female voters, a demographic group where polling data consistently showed lower support for the candidate.

An investigation by a Brazilian media outlet identified more than 50 TikTok videos altered using AI, specifically on-the-street interviews in which subjects claimed they would vote for Flávio Bolsonaro. These videos garnered over 7 million views, yet in only 18% of them did the platform indicate that the individuals featured were AI-generated.

While Brazilian law prohibits the use of AI-generated videos in political campaigns, it is difficult to determine when such content is created by third parties with no direct affiliation to the campaigns.

Due to a lack of female supporters, Brazilian presidential candidate Flávio Bolsonaro has resorted to using AI to transform middle-aged men into attractive young women.

This AI-generated creation has been dubbed the "Bolsonaro Bombshell." pic.twitter.com/ap1ecKou9K

— Vatnik Soup (@vatniksoup) October 20, 2026

Disinformation and Aggressive Public Discourse

Flávio Bolsonaro’s public communications strategy relies heavily on coordinated attack campaigns directed against President Luiz Inácio Lula da Silva and the Workers’ Party (PT).

The Flávio campaign’s public messaging routinely utilizes sensationalist allegations and targeted attacks. Online networks affiliated with the campaign circulate manufactured claims regarding public safety, economic stability, and social values, framing the current administration in terms of moral crisis.

On Sunday the 18th, the public debate between the two candidates took place, and Flávio Bolsonaro spent most of his time attacking Lula during his turns to speak.

Throughout the debate, Flávio was sarcastic and mocking toward President Lula; he attempted to intimidate him physically, to which Lula responded by moving away, stating that he did not want to be near either Flávio or the Bolsonaro family.

Furthermore, when the discussion turned to public safety, Flávio claimed that Lula is the preferred candidate of organized crime, pointing out that Lula received a large number of votes from within the country’s prisons. Lula replied, “I want 100% of them to vote for me -even your father,” a reference to the fact that Jair Bolsonaro is currently incarcerated.

This aggressive messaging strategy directly impacts the broader political environment. By flooding public discourse with inflammatory claims, the campaign creates heightened polarization, distracts from substantive legislative evaluations, and systematically delegitimizes established democratic processes and electoral monitoring bodies.

Hundreds of Brazilians protested outside Meta’s São Paulo offices, accusing the technology giant of limiting President Luiz Inácio Lula da Silva’s campaign reach while boosting far-right candidate Flávio Bolsonaro, just six days before the presidential runoff. The demonstration… pic.twitter.com/KRAxExFjMO

— teleSUR English (@telesurenglish) October 20, 2026

Meta’s Structural Bias in the Campaign

The Brazilian presidential race was shaped by asymmetries within Meta’s platforms, including Instagram, WhatsApp, and Facebook.

Filings submitted to the Superior Electoral Court (TSE, in Spanish) by President Luiz Inácio Lula da Silva’s legal team documented clear disparities in how content from both campaigns was handled by the different platforms.

A primary issue involved Meta’s generative AI features. When users requested campaign materials incorporating Lula’s official ballot number, 13, the system repeatedly rejected the prompts, citing political content restrictions. Conversely, identical requests containing Flávio Bolsonaro’s candidate number, 22, were routinely processed, generating promotional material for the far-right campaign.

In other instances, the AI tool inserted Bolsonaro’s electoral number into completely unrelated image requests. Following formal complaints, the Superior Electoral Court ordered Meta to ensure equal treatment. Meta attributed these outcomes to technical errors and implemented broad restrictions on political image generation.

Internal Meta communications revealed that technical errors caused Lula’s official Instagram profile to be excluded from platform search results and recommendation engines, while Flávio Bolsonaro’s profile remained fully discoverable and actively recommended to users. Furthermore, internal technical escalations confirmed that temporary account restrictions had hindered the reach of Lula’s messaging assets.

WHO'S THE REAL THIEF? LULA CHALLENGES BOLSONARO TO SHOW RECORDS

Ahead of Brazil’s presidential election, Brazilian President Lula da Silva publicly challenged rival Flávio Bolsonaro to open his bank accounts, release his phone records, and let the Brazilian people decide who… pic.twitter.com/U6Ge0yOV6A

— Sovereign Media (@sov_media) October 21, 2026

Regulatory Imperatives and Popular Sovereignty

The execution of Flávio Bolsonaro’s digital presidential campaign illustrates the evolving mechanics of far-right electoral operations.

By combining commercial bot procurement, generative AI deepfakes, coordinated public attacks, and platform-level algorithmic advantages, the campaign constructed a heavily synthetic media environment designed to influence voter perception.

These developments underscore the limitations of existing legal and regulatory frameworks in addressing digital campaign manipulation. While judicial interventions by the Superior Electoral Court forced technical corrections, reactive oversight remains insufficient to counteract real-time automated suppression and algorithmic imbalance.

Protecting democratic processes requires structural regulatory reform, including mandatory algorithmic transparency, strict auditing of generative AI systems, and clear accountability standards for global technology corporations operating within national borders.

Exposing the mechanics of digital manipulation through independent research and data-driven journalism remains essential to safeguarding electoral integrity against automated distortion and platform bias.

Sources: Brasil de Fato – Agência Brasil – Gov.br – O Globo – Folha de S.Paulo – O Estado de S.Paulo – El País – CNN Brasil – EFE – Instituto Tricontinental – La Base América Latina – Diario Red – The Intercept – El Salto

ECB Says Artificial Intelligence and Reduced Dependence on Fossil Fuels Are Shielding Europe’s Economy

21 October 2026 at 21:59

The European Central Bank says artificial intelligence investment, changing energy consumption and increased government spending have helped the eurozone withstand this year’s energy crisis, although economists warn that several sources of growth may prove temporary.

The eurozone economy has proved more resilient to the energy price shock of 2026 than economists initially expected, supported by increased investment in artificial intelligence, reduced dependence on fossil fuels and higher government expenditure, according to an assessment published by the European Central Bank on Wednesday, 21 October.

ECB economists Óscar Arce, Gerrit Koester and Beatrice Pierluigi found that structural changes in European energy consumption have reduced the economic consequences of rising oil and gas prices. Stronger international demand for technology equipment and additional public spending, particularly in Germany, have also supported growth.

The findings come as the ECB faces renewed inflationary pressure following disruption to global energy markets caused by the conflict involving Iran, raising questions about the outlook for interest rates and economic activity.

Eurozone growth withstands energy shock

In their assessment of the eurozone’s economic resilience, ECB economists reported that economic output continued to expand despite the sharp increase in energy prices earlier this year.

Excluding Ireland, where economic statistics are frequently affected by the activities of multinational companies, real eurozone GDP in the second quarter was 0.6 per cent above its level at the end of 2025.

The ECB also identified quarterly growth of approximately 0.3 per cent over the preceding four quarters, excluding Irish figures.

These results exceeded earlier expectations that the disruption to energy markets would have a greater impact on European manufacturing, consumer spending and business investment.

Nevertheless, the eurozone’s rate of expansion remains modest compared with its longer-term historical performance.

The ECB’s findings suggest that the economy has become better able to absorb international disruptions without experiencing the immediate contractions that might previously have followed comparable energy price increases.

Reduced reliance on imported oil and gas

One of the most significant structural changes concerns energy consumption.

According to the ECB, the eurozone economy is now approximately half as dependent on oil as it was during the early 1990s, measured against economic output.

Greater energy efficiency, the expansion of services and investment in alternative electricity generation have progressively reduced the amount of fossil fuel required to produce economic activity.

The growth of renewable energy has also altered the relationship between natural gas prices and electricity costs.

In Spain, the proportion of hours during which gas-fired power stations determined wholesale electricity prices fell from approximately 80 per cent in 2020 to just over 20 per cent during the first nine months of 2026.

France recorded a similar decline, from approximately 60 per cent to around 20 per cent, supported by its extensive nuclear generating capacity.

Consequently, increases in international gas prices are having a smaller effect on electricity markets in countries with substantial renewable or nuclear generation.

The ECB cautioned, however, that European economies remain exposed to global energy disruptions, particularly through industrial activity and international supply chains.

Artificial intelligence provides unexpected support

The international expansion of artificial intelligence has generated an additional source of demand for European manufacturers and technology companies.

Investment in computing infrastructure, digital services and specialised equipment has increased demand for products supplied by European businesses.

According to the ECB, global trade has performed considerably better than expected at the end of 2025.

The latest projections indicate international trade growth of approximately 4.7 per cent in 2026, compared with the 2 per cent forecast in December.

AI-related investment accounts for part of that improvement.

European manufacturers producing specialised machinery and technology equipment have benefited from increased export orders, while domestic investment in technology has supported economic activity.

However, the ECB found that the effects vary considerably between sectors.

Technology-equipment manufacturers recorded comparatively strong growth in output, employment and new orders.

Software companies performed better in output terms, but the improvement was less evident in employment and new business.

This uneven performance suggests that the economic benefits of the AI investment cycle are concentrated in particular industries.

German spending strengthens European demand

Fiscal policy has provided another source of support.

The ECB estimates that the expansionary fiscal stance in the eurozone has increased to approximately 0.5 percentage points of GDP, twice the level anticipated in December 2025.

Much of the additional stimulus reflects higher German government spending on defence and infrastructure.

Other eurozone governments have introduced measures to limit the effect of energy prices on households and businesses.

Public investment and expenditure have therefore helped compensate for weakness in areas affected by higher import costs and international uncertainty.

Yet the ECB warned that fiscal support cannot necessarily continue at its present level.

Several eurozone governments face borrowing constraints, while additional public spending can place pressure on national budgets.

Interest-rate decisions remain difficult

The ECB’s assessment comes amid expectations of further monetary tightening as policymakers respond to renewed energy-related inflation.

The central bank must consider whether higher energy costs will remain temporary or begin influencing wages, prices and inflation expectations more broadly.

Additional interest-rate increases could reduce inflationary pressures but would also raise borrowing costs for businesses, governments and households.

The economic recovery remains exposed to potential reversals in global demand, international trade and investment in artificial intelligence.

The ECB’s economists also identified geopolitical escalation and further supply-chain disruption as continuing risks.

Their findings indicate that reduced fossil-fuel dependence has made the eurozone less vulnerable to energy shocks, while technology investment and government spending have provided additional support.

Whether that resilience continues into 2027 will depend partly on the durability of international demand and the ability of European governments to maintain investment without increasing inflationary pressure.

SpaceX Boosts the A.I. Rally

Tech stocks are up after the rocket and artificial intelligence company beat earnings estimates — and Elon Musk confirmed it is weighing a deal with Tesla.

© Andres Kudacki for The New York Times

Elon Musk’s company SpaceX reported stellar results, bolstering the artificial intelligence stock rally.

Tech Billionaires and the New Struggle for Political Power

21 October 2026 at 12:39

In his book The Nerd Reich, journalist Gil Durán examines how Silicon Valley’s wealthiest investors are extending their influence over American politics, democratic institutions and national sovereignty. His warnings come amid unprecedented political spending by technology billionaires and growing concern over private control of strategic infrastructure.

Elon Musk has contributed more than $276 million since July to Republican political causes ahead of the United States midterm elections on 3 November. Meanwhile, US Secretary of State Marco Rubio has said decisions over Ukraine’s access to SpaceX satellite communications rest with the company rather than the White House. Both developments demonstrate how private technological and financial resources can influence decisions traditionally associated with government.

For journalist Gil Durán, author of The Nerd Reich: Silicon Valley Fascism and the War on Democracy, published by Avid Reader Press in August 2026, the issue extends beyond campaign donations. In a recent interview, he argued that a group of Silicon Valley investors is using its financial influence and control of technology to challenge the authority of elected governments.

“We’re at a decisive stage of that race,” Durán said when asked about the contest between technology and democracy described by venture capitalist Peter Thiel. His argument is that wealth alone no longer satisfies some of the industry’s most influential figures; they also want a direct role in determining how societies are governed.

The ideological origins of billionaire power

Durán places Thiel at the centre of this movement. In a 2009 essay, The Education of a Libertarian, the PayPal co-founder wrote that he no longer believed freedom and democracy were compatible. He argued that technological innovation could allow individuals to escape the constraints of conventional politics.

Thiel subsequently clarified that he was not advocating disenfranchisement. His stated position was that majority rule often frustrated individual liberty. Durán, however, interprets the essay and Thiel’s subsequent political investments as evidence of a sustained interest in diminishing democratic constraints on private power.

The book also examines The Sovereign Individual, a 1997 work by James Dale Davidson and William Rees-Mogg that anticipated how digital currencies and technological change might weaken the power of nation states. Durán sees its influence in later arguments for privately organised alternatives to traditional government.

One example is The Network State, developed by entrepreneur Balaji Srinivasan. It proposes that online communities could acquire territory and eventually obtain diplomatic recognition. Advocates describe a voluntary model of political organisation; Durán regards the prospect of corporate-financed jurisdictions as a challenge to public accountability.

From venture capital to the White House

The relationship between Thiel and Vice-President JD Vance illustrates how venture capital can translate into political influence. Thiel supported Vance’s early investment career and contributed $15 million to a super PAC backing his successful 2022 Senate bid. Durán attributes much of Vance’s political ascent to that support, although voters, party endorsements and Vance’s own campaigning also shaped the result.

Musk’s latest contributions offer a more immediate example. His donations since July include $158 million to the Senate Leadership Fund and more than $76 million to America PAC. Such spending is lawful under the rules governing independent political committees, which cannot coordinate their expenditure with candidates.

Durán contends that similar pressures affect Democrats, arguing that wealthy donors can exercise influence across party lines. His criticism therefore concerns the political system’s dependence on private funding as much as any particular administration.

Technology as an instrument of strategic power

The consequences extend beyond elections. Ukraine’s dependence on satellite communications has exposed how a privately owned service can become essential to military operations. Restrictions affecting Starlink-related services have prompted competing accounts from US officials and SpaceX over responsibility for the decision. Rubio’s latest remarks point towards commercial control, while earlier reporting attributed the decision to Washington.

Artificial intelligence raises comparable questions of ownership and oversight. Durán argues that investors promoting transformative AI may also seek regulatory conditions that protect their substantial financial commitments. His prediction of a possible investment bubble remains a judgement, not an established outcome.

In Europe, the debate has immediate regulatory consequences. The EU’s Digital Services Act requires major online platforms to assess risks to elections and civic debate, while enforcement of important provisions of the AI Act began in August 2026. These measures address the influence of companies whose platforms and systems operate across borders.

Durán’s interpretation of Silicon Valley as a coherent anti-democratic movement remains contested. The entrepreneurs he discusses have differing interests, and their political influence does not itself establish a common plan to dismantle democratic government.

Their influence is nevertheless measurable in campaign finances, government contracts and control over infrastructure essential to national security. None of these forms of power requires holding elected office.

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