Microsoft boosts AI in Windows 11 after ending Windows 10 support

The new era of PC interaction has begun, but it leaves millions of users behind and creates a security and sustainability dilemma.

Microsoft Accelerates AI Integration in Windows 11

In a strategic move to consolidate the transition of its user base, Microsoft has released a package of artificial intelligence updates for Windows 11. This initiative coincides with the definitive cessation of free security support for Windows 10, an operating system that, after a decade on the market, is still used by hundreds of millions of people around the world. The company seeks to encourage migration by deepening the capabilities of its AI assistant, Copilot, integrating functionalities that promise to redefine human-computer interaction.

The end of technical support for Windows 10 represents a critical turning point in the personal computing ecosystem. Starting this week, teams that continue with this system will not receive automatic security fixes, exposing them to potentially serious vulnerabilities and cyber threats. Although Microsoft offers a paid extended security support program until October 2026, this option is not available to all users, creating a significant dilemma for owners of devices not compatible with the new platform.

RelatedMicrosoft fixes serious elevation of privilege vulnerability in Windows

New Features and the Future of Voice Interaction

The core of the new updates lies in the enhancement of Copilot. One of the most notable additions is an advanced voice mode that allows users to summon the assistant using the voice command “Hello, Copilot.” This feature makes it easy to start a conversation with the operating system, replacing the need for touch or keyboard interaction. According to Yusuf Mehdi, Executive Vice President of Consumer Marketing at Microsoft, this mode of interaction will be as transformative as the introduction of the mouse and keyboard in the history of personal computing.

In addition, Microsoft has democratized access to Copilot Vision, a powerful AI function capable of analyzing and providing contextual feedback on any element present on the screen. Whether it is a text document, a video game interface, or an application in use, this artificial intelligence tool can interpret visual content and offer intelligent assistance. This real-time analysis capability marks a substantial advance toward more proactive and contextually aware computers.

Mehdi acknowledged, however, that adopting these new forms of team dialogue will require a period of adaptation, especially in shared work environments. “Just like when the mouse came out, people have to figure out when to use it, what the correct way is, how to do it,” the executive explained during the presentation to journalists. This transition towards a more natural and conversational interaction with machines is a social and technological experiment in progress.

The Dilemma of Safety and Environmental Impact

As Microsoft touts this AI-driven future, the discontinuation of Windows 10 poses serious challenges. Consumer advocates and research groups, such as the Public Interest Research Group of Oregon (PIRG), have warned about the consequences of this decision. Brenna Stevens, a representative of the organization, pointed out that users face a complex choice: expose themselves to cyber attacks or throw away their old computers to purchase new models compatible with Windows 11.

This scenario worsens the global problem of toxic electronic waste. Nathan Proctor, director of PIRG’s Right to Repair campaign, stressed that the mass replacement of functional equipment “creates both a safety problem and an environmental problem.” Both PIRG and Microsoft agree on the need for users to avoid sending their old devices to landfills, promoting responsible recycling or donation options. However, the pressure to upgrade hardware is an inherent driver of the tech industry’s business model.

It should be noted that some users, particularly those in the European Union and certain enterprise customers in the United States who use Microsoft cloud services, will be able to access extended Windows 10 support for free. This distinction creates an unequal situation, leaving the majority of home and small business users at a disadvantage when faced with security threats.

Recall and Microsoft’s Vision for AI with Memory

The current updates are part of Microsoft’s broader strategy to position Windows as the main gateway to its generative AI tools. Mehdi clarified that these new features “are not a replacement for Recall“, a controversial screen tracking function that, on specific devices, gives Copilot a kind of “photographic memory” of the user’s activity.

Microsoft CEO Satya Nadella‘s vision is to create machines that “instantly see us, hear us, reason about our intention and our environment.” However, this prospect of ubiquitous artificial intelligence with continuous recording capacity has been met with skepticism by privacy and security experts. The criticism was so significant that Recall’s deployment was delayed for about a year while the company addressed concerns about its handling of sensitive data.

This launch reflects the intense competition in the field of AI services, where Microsoft rivals giants such as Apple and Google, as well as emerging companies such as Anthropic and OpenAI, a company in which Microsoft has a significant stake. The deep integration of Copilot into the operating system is a key move to build user loyalty within the Microsoft ecosystem, making the AI experience a native and central utility of the platform.

In conclusion, Microsoft is at a crossroads. On the one hand, it drives innovation with artificial intelligence tools that promise greater productivity and more intuitive interaction. On the other hand, the forced transition from Windows 10 generates important negative externalities in terms of cybersecurity and environmental sustainability. The success of this strategy will not only be measured by the adoption of Copilot’s new capabilities, but also by the company’s ability to responsibly manage the legacy of its legacy software and the impact of outdated hardware.

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Banks prepare for biometric facial controls in October

Banks claim to be ready for facial biometrics in branches since October.

The main banking institutions in the country claim to be prepared for the new regulations on facial biometric controls when opening accounts, which will come into force next October.

What did the banks declare?

Marcos Ramírez, general director of Grupo Financiero Banorte, pointed out that the institution has made progress to reinforce the identification and security of its users. “We are in time and form with everything established by law and a little ahead, with the prudential limits of the law,” he indicated.

These measures will strengthen control over customer identification. Since 2018, by regulation, fingerprint biometrics are already required to open accounts.

Implementation details

On July 1, the National Banking and Securities Commission (CNBV) incorporated facial biometrics into the regulation for multiple banking in customer identification and authentication. Institutions that opt ​​for this mechanism must comply with technical, operational and security requirements.

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AI detects breast cancer with 90% accuracy

An autonomous model analyzes thermographs and classifies tissues without human intervention.

An artificial intelligence model developed by Raúl Castro Ortega, a researcher at the Polytechnic University of Tulancingo, manages to identify breast cancer with an accuracy of 90%. The results were presented during the SPIE Photonics Europe 2026 International Congress, in Strasbourg, France.

How the system works

The system uses convolutional neural networks with attention mechanisms to analyze breast thermographs. Unlike traditional methods, the model autonomously learns the patterns of healthy and diseased tissue, without a specialist previously defining the characteristics of the images. This reduces processing time and improves consistency of results.

The study, titled “Breast thermography analysis using convolutional neural networks with attention mechanisms,” uses an algorithm based on the heat diffusion equation. This approach focuses analysis on thermogram regions of interest and classifies tissues with high levels of sensitivity and specificity.

Impact on early detection

The accuracy achieved represents a significant advance for the early detection of breast cancer, which can improve survival rates and facilitate timely treatment. The researcher highlighted that the system does not replace the specialist, but rather works as a support tool for faster and more consistent diagnoses.

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OpenAI models compromised Hugging Face: AI’s fault?

Two OpenAI models breached Hugging Face; experts question human responsibility.

OpenAI confirmed that two of its most advanced artificial intelligence models were responsible for the cyber incident against Hugging Face. The company is still investigating what it called an unprecedented event.

The incident

Hugging Face detected the intrusion last week. Until this week he didn’t know that OpenAI was behind it. Its CEO, Clément Delangue, described the attack as:

“An attack like nothing we have seen before”

OpenAI explained that its AI used compromised credentials and an unknown vulnerability to access the servers. It operated with reduced protections because it was in an isolated testing environment (sandbox). Still, the system found ways to connect to the Internet without human instruction and obtained secret information to “cheat” on the assessment.

Experts such as Hannes Cools, a social scientist at the University of Amsterdam, question the OpenAI version:

“It is a human decision to disable specific safeguards. It is not the AI that goes haywire. It followed instructions based on the warning it was given”

Other specialists warn that the ability of these models to act autonomously reveals the dangers of frontier technology.

The attack occurs amid the debate over open source models. OpenAI keeps its systems closed, while Hugging Face promotes open access. Its co-founder, Thomas Wolf, noted:

“When a frontier model attacks you, defenders need broad access to near-frontier tools in minutes, not on closed platforms”

Hugging Face used an open source Chinese model to contain the intrusion. The incident reinforces conflicting positions on the risks and benefits of openness in artificial intelligence.

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