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Gemini Crossed the Test Boundary: What Happened When Google’s AI Reached Real Companies

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By Angel No Lie | KPD Online | Technology & Cybersecurity Report
Published: 21 September 2026

Overview

Google has confirmed that a Gemini AI model accessed the systems of three real companies during a cybersecurity evaluation in May 2026. The incident occurred during testing conducted by independent AI-security company Irregular, where Gemini was being assessed on its ability to perform cybersecurity tasks.

The important distinction is that this was not a conventional criminal cyberattack against the three companies. Gemini was operating as part of an authorized security exercise, but an unintended connection to the internet allowed the model to reach systems outside the intended testing environment.

Google Gemini sfruttato da hacker di Stato per attacchi: la cyber-guerra del futuro passa per l'AI | Hardware Upgrade

Google Gemini sfruttato da hacker di Stato per attacchi: la cyber-guerra del futuro passa per l’AI | Hardware Upgrade

How the incident happened

The evaluation involved a simulated company and a cybersecurity challenge in which Gemini was instructed to obtain information from the fictional target.

According to reporting based on Google’s account, the test environment unexpectedly had internet access. In one incident, the fictional company shared a name with a real organization. Gemini reached the real organization’s system and successfully guessed credentials to gain access.

In two other cases, Gemini searched publicly available information and encountered repositories containing credentials associated with real companies. It subsequently used those credentials to access their systems.

Oracle’s July 2026 patch release signals shift towards AI-driven vulnerability discovery | Noah Intelligence

Oracle’s July 2026 patch release signals shift towards AI-driven vulnerability discovery | Noah Intelligence

The AI stopped after recognizing the mistake

A significant part of Google’s account is what happened after access was obtained.

Google said Gemini stopped its activity in all three cases after determining that it had reached real organizations rather than the fictional targets it was supposed to be testing. Google also said the three affected entities were made aware of the incidents.

The companies involved have not been publicly identified, and available reporting does not provide a complete technical account of what information, if any, was accessed after the systems were reached.

How good is AI at hacking? We built a benchmark to find out. 🧪 Today, we're launching the Offensive AI Benchmark, the framework that measures how well AI agents perform real offensive security… | Wiz | 20 comments

How good is AI at hacking? We built a benchmark to find out. 🧪 Today, we’re launching the Offensive AI Benchmark, the framework that measures how well AI agents perform real offensive security… | Wiz | 20 comments

Why the incident matters

The episode demonstrates a particular challenge with increasingly autonomous AI systems: the instructions given to an AI agent and the technical boundaries surrounding that agent must both be reliable.

An AI agent capable of searching the web, handling credentials and performing multi-step cybersecurity operations can potentially move beyond the intended scope of a task if its environment is improperly configured.

Google has been developing AI specifically for cybersecurity. Earlier in September, the company announced Gemini 3.8 Flash Cyber and described it as a model intended to help defenders identify and fix vulnerabilities.

Google has also said its security teams are increasingly using AI for defensive purposes, including vulnerability discovery and automated code remediation.

What remains unclear

Several details have not been publicly disclosed:

  • The identities of the three affected companies.
  • The precise Gemini model involved in the May test.
  • The complete technical sequence of the three intrusions.
  • Exactly what systems or information were accessible after authentication.
  • Whether any data was modified or removed.
  • The full safeguards that were in place when the testing began.

Therefore, describing the event as evidence that Gemini conducted a deliberate attack would go beyond what the publicly available information establishes. The documented event was an AI security test that unexpectedly reached real infrastructure.

A wider AI-security issue

The Gemini incident follows disclosures involving other major AI companies. Reporting has linked similar testing incidents involving AI systems from OpenAI, Anthropic and Meta to the same general problem of AI agents reaching systems outside their intended testing boundaries.

The broader issue is therefore not simply whether an AI model can perform offensive-security techniques. Modern AI models are increasingly capable of carrying out multi-step autonomous tasks, making the design of their testing environments, network permissions, credentials and monitoring increasingly important.

Independent assessment

The available evidence supports a more precise conclusion than the phrase “AI hacked three companies” might suggest.

Gemini did gain unauthorized access to three real companies during a controlled cybersecurity evaluation. However, the available reporting indicates that the access resulted from the model being able to reach the internet and treating real systems as part of its authorized test environment. Google says the model stopped once it recognized the targets were real.

The incident consequently raises two separate security questions: how capable AI agents are at performing cybersecurity operations, and how effectively their operating environments prevent those capabilities from crossing authorized boundaries.

For organizations deploying autonomous AI systems, the episode illustrates why technical restrictions—such as network isolation, tightly scoped credentials, target allowlists and monitoring—cannot depend solely on an AI system correctly interpreting its instructions.

Sources: Reuters, Axios, The Guardian, Al Jazeera/Reuters, SecurityWeek, Google DeepMind and Google Security publications.

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Anthropic Seeks Fresh Court Review of Pentagon’s National Security Risk Designation

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By Angel No Lie | KPDOnline | WASHINGTON, D.C., October 14, 2026

Artificial intelligence company Anthropic has asked a US appeals court to reconsider its decision upholding the Pentagon’s designation of the company as a national security supply-chain risk, escalating a legal dispute over the military use of artificial intelligence and restrictions designed to prevent potential misuse.

The request for a rehearing follows a September ruling by the US Court of Appeals for the District of Columbia Circuit, which upheld the Pentagon’s decision in a 2–1 judgment. The designation allows the US military to exclude Anthropic’s AI systems from its supply chain and restrict their use in defence-related work.

Disagreement over AI safeguards

The dispute centres on Anthropic’s refusal to remove safeguards that prohibit its technology from being used for fully autonomous lethal weapons and mass domestic surveillance.

The Pentagon argued that restrictions built into Anthropic’s Claude AI system could interfere with military operations and create risks when the technology is integrated into defence systems.

Anthropic, however, has challenged the government’s approach, arguing that the law used to designate the company as a supply-chain risk was not intended to be applied in this manner to a domestic technology provider.

In its rehearing petition, the company also argued that the government acted without an adequate process before applying the designation and that the decision amounted to retaliation for its position on AI safety, according to Reuters.

Conflicting court outcomes

The latest development follows a separate legal battle in California, where a federal judge ruled in August that a related government designation against Anthropic was unlawful. That case involved a different legal authority from the one considered by the Washington appeals court.

The contrasting outcomes highlight the complexity of the dispute and the legal questions surrounding the government’s authority to restrict technology companies from defence-related contracts.

The September appeals court ruling nevertheless upheld the Pentagon’s action under the federal supply-chain security law, rejecting Anthropic’s principal challenges in that case.

Wider implications for artificial intelligence

The dispute raises broader questions about how governments should balance national security requirements with technology companies’ efforts to establish limits on the use of their products.

For AI developers, the case could influence how contractual safeguards are negotiated when their systems are supplied to military and government agencies. For policymakers, it highlights the challenge of determining whether restrictions intended to prevent harmful applications could conflict with operational requirements.

The outcome could also shape future relationships between AI companies and defence institutions, particularly as advanced AI systems become increasingly relevant to intelligence, cybersecurity and military planning.

Anthropic’s request for a rehearing represents another step in the legal process; it does not itself overturn the existing ruling. The dispute remains an important test of the boundaries between government procurement powers, national security concerns and the responsibilities of companies developing powerful AI systems.

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Jaguar Unveils Type 01 Electric GT as Luxury Brand Bets on a New Era

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NEW YORK — October 8, 2026: Jaguar has unveiled its new all-electric Type 01, marking the British luxury carmaker’s most significant step yet in its plan to reinvent the brand around high-end electric vehicles.

The four-door grand tourer was revealed in New York on October 6, nearly two years after Jaguar’s controversial brand relaunch and the unveiling of the futuristic Type 00 concept. The earlier campaign generated widespread criticism online, with some commentators describing the rebrand as “woke” and mocking the concept’s unconventional styling.

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Jaguar Type 01 Makes Its World Premiere in New York

The Type 01 represents a more production-ready interpretation of that design direction. Jaguar says the vehicle combines its heritage with a new approach to luxury, technology and electric performance. The long bonnet is intended to echo the proportions of the legendary E-Type, while the overall design remains markedly different from previous Jaguar models.

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Jaguar’s New Type 01 Electric GT Signals a New Era

A powerful electric flagship

The Type 01 is expected to produce roughly 1,000 horsepower, with three electric motors enabling acceleration from 0 to 62 mph in about 3.2 seconds. Reports put its electric range at around 400 miles, while rapid charging is designed to add substantial range in a short period.

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Inside Jaguar’s High-Tech Type 01 Luxury EV

The vehicle is also packed with technology, including a large digital driver’s display, camera-based rear visibility and a minimalist luxury interior.

Jaguar has positioned the car at the premium end of the market. The starting price is expected to be around $130,500 in the United States, while the UK price is about £130,000. Orders are scheduled to open in early 2027, with customer deliveries expected during the second half of the year.

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The Type 00 Concept That Sparked Jaguar’s Controversial Rebrand

From controversy to commercial test

The launch gives Jaguar an opportunity to move the conversation away from its controversial 2024 marketing campaign and toward the products underpinning its new strategy.

However, the company faces a difficult market. Electric-vehicle demand has softened in some markets, while Chinese manufacturers are intensifying competition in the global EV sector. Jaguar Land Rover is also undertaking wider restructuring following significant operational and financial pressures.

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Jaguar Type 01 Brings High-Performance Electric Power to the Luxury Market

JLR says production of the Type 01 will begin in 2027 at its Solihull operations, with electric drive units and battery packs produced in Wolverhampton and body panels manufactured at Halewood.

Geen achterruit en felle kleuren: Jaguar stelt elektrische auto voor, en doet wenkbrauwen fronsen | De Morgen

Jaguar stelt elektrische auto voor, en doet wenkbrauwen fronsen

The Type 01 therefore represents more than a new electric car. It is a test of whether Jaguar can turn a highly debated rebranding exercise into a commercially successful luxury-car revival.

Source context: Jaguar’s official announcement confirms the Type 01 is designed, engineered and built in Britain and describes it as the first production Jaguar based on the company’s dedicated Jaguar Electric Architecture.

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Bezos Signals Blue Origin Could Go Public in Coming Years

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Jeff Bezos has given his clearest indication yet that Blue Origin could eventually become a publicly traded company, saying the space venture is likely to pursue an initial public offering (IPO) several years from now.

Speaking in an interview with Fox News, Bezos said he believes an IPO would make sense for Blue Origin at some point, although he stressed that a stock-market listing is not imminent.

The comments follow Blue Origin’s first major external fundraising round, in which the company raised about $10 billion from outside investors. Bezos said he has personally invested approximately $28 billion in the company since founding it in 2000. A September report from The Wall Street Journal put Blue Origin’s valuation following the funding round at about $140 billion.

An eventual IPO would mark a major change for Blue Origin, which has historically depended heavily on Bezos’ personal funding. The company has also secured major contracts with NASA and the U.S. Space Force, including work connected to the Artemis lunar programme.

Blue Origin is seeking to expand its presence in the commercial space industry as it competes with SpaceX. Bezos said the company expects to resume launches of its New Glenn rocket in December after a launch-pad explosion during a test in May delayed the programme.

For investors, a future Blue Origin listing could provide another major publicly traded opportunity in the rapidly expanding space sector. However, Bezos’ remarks do not represent a formal IPO timetable, and the company has not announced a filing or specific listing date.

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Samsung hits $80 billion profit as AI chip boom breaks records

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SEOUL — October 8, 2026: Samsung Electronics is projecting a record quarterly operating profit of 107.4 trillion won, equivalent to about $80.2 billion, as surging global demand for artificial-intelligence infrastructure drives unprecedented demand for memory chips.

The preliminary figure represents an almost nine-fold increase from the 12.17 trillion won recorded during the same quarter last year and makes it the company’s fourth consecutive quarter of record operating profit.

Samsung said third-quarter revenue is expected to reach approximately 195 trillion won, a 127% increase from a year earlier. The company is expected to publish its detailed earnings results, including performance by business division, later this month.

AI CHIP DEMAND DRIVES THE SURGE

The semiconductor business is at the heart of Samsung’s extraordinary performance. Growing investment in AI data centres has pushed demand for memory chips far beyond available supply, helping drive prices higher.

High-bandwidth memory, or HBM, is particularly important because it is used to handle the enormous volumes of data required by advanced AI systems. Analysts expect the global memory supply shortage to remain a major factor into 2027.

Samsung’s latest projection also places its quarterly operating profit above previous records set by major technology companies. South Korea’s Seoul Economic Daily reported that the 107.4 trillion-won figure surpasses Nvidia’s previous quarterly operating-profit record among global big-tech companies.

NOT EVERY SAMSUNG BUSINESS IS BOOMING

Despite the semiconductor windfall, Samsung’s broader businesses face challenges. Its mobile division has reportedly suffered a larger-than-expected loss, while its contract chipmaking operation remains under pressure.

Investors are also questioning how long the current AI-driven chip boom can continue. Samsung’s shares have faced periods of weakness amid concerns about slowing chip-price growth, currency movements and the sustainability of massive AI infrastructure spending.

For now, however, Samsung’s numbers underline the enormous financial impact of the global AI build-out—and the increasingly important role played by the companies supplying the chips and memory powering it.

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Finland Orders Pause on Two Google Data Centre Projects Over Environmental Concerns

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Helsinki, Finland — October 7, 2026 — Finnish authorities have ordered work to be halted at two planned Google data centre sites after concerns emerged over forest clearance and the absence of completed environmental impact assessments.

The order affects projects in Muhos and Kajaani, which form part of Google’s planned €13 billion investment in Finnish digital infrastructure. Google announced the investment in September, describing it as its largest single investment in Europe and linking it to the expansion of artificial-intelligence infrastructure.

Environmental assessment at the centre of dispute

Finland’s Permit and Supervision Agency, known as LVV, has instructed Tuike Finland, the company representing Google’s projects, to suspend preparatory activities that could significantly alter the environment.

The agency said the work must be stopped immediately and, at the latest, by October 23, 2026, while the required environmental impact assessment procedures are completed. The company has also been asked to provide an explanation of its position by October 14.

Activities already carried out at the sites reportedly included tree and topsoil removal, road construction, storage areas and changes to drainage systems.

The Muhos development covers a particularly large area. Project documents describe plans for multiple data-centre buildings and supporting infrastructure, while Finnish authorities have raised concerns about the scale of land alteration before the environmental review was completed.

Forest clearance raises concern

The dispute has intensified because of the amount of forest cleared in connection with the developments. Reports indicate that approximately 330 hectares had been cleared at the Muhos site, while close to 200 hectares had been prepared at Kajaani.

Environmental groups have criticized the pace of development and argued that environmental safeguards should have been completed before substantial changes were made to the land.

The controversy highlights a growing challenge for Finland, which has attracted major technology investments because of its relatively cool climate, reliable electricity system and access to low-carbon power. At the same time, the rapid growth of energy-intensive data centres has generated debate about electricity demand, infrastructure capacity and environmental protection.

Google acknowledges concerns

Google has said it understands the concerns raised by Finnish authorities and acknowledged that it had fallen short of its own environmental standards in the situation.

The company has maintained that it acted in good faith under Finnish forestry rules, conducted nature surveys and introduced measures intended to protect areas considered environmentally valuable.

Google’s broader Finnish investment remains significant. The company says its €13 billion programme will cover projects and supporting infrastructure in Hamina, Kajaani, Muhos and Vaala, alongside investments in energy, biodiversity and local communities.

Bigger test for AI infrastructure

The Finnish dispute comes as technology companies race to build data centres capable of supporting increasingly demanding AI services.

For Finland, the issue is becoming a balancing act: attracting billions of euros in technology investment while ensuring that large developments comply with environmental rules and do not put excessive pressure on land or electricity resources.

The current order does not mean that Google’s entire Finnish investment has been cancelled. Instead, it specifically concerns environmentally significant preparatory work at the Muhos and Kajaani projects while the required assessments and regulatory questions are addressed.

The next steps will depend on Google’s response to the Finnish authorities and the progress of the environmental assessment process.

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