safety

Tech Optimizer
October 16, 2026
NordVPN has introduced a new offering called "next-gen antivirus" (NGAV) to address evolving cybersecurity threats, particularly those from artificial intelligence. NGAV aims to redefine online security by protecting against sophisticated threats like socially engineered scams and phishing attacks, rather than just traditional viruses. It operates in the background, alerting users to potential scams, blocking ads and trackers, and removing malware without requiring extensive technical knowledge. The company recognizes that personal AI agents present a new cybersecurity challenge and is developing features to protect these agents. NordVPN has incorporated bespoke AI solutions into its NGAV, using efficient models that can identify phishing attempts while running locally on user devices. The company has also shifted to open-weight models to reduce costs while maintaining capabilities, although sensitive areas like payment processing remain unaffected by AI. Despite privacy concerns regarding AI, NordVPN has not faced significant pushback from customers about its AI features and emphasizes its commitment to not using customer data for model training. Briedis warns that over-regulation could hinder innovation in cybersecurity. Looking ahead, he envisions a comprehensive application that monitors users' digital environments and manages their data presence online, while NordVPN plans to focus on creating localized solutions rather than hardware development.
AppWizard
October 15, 2026
Google is enhancing its Android earthquake alerts system, expanding its reach to over 200 regions worldwide, up from 98. The system, which has been operational since 2021, uses sensors in Android smartphones to detect initial tremors and has sent over a billion alerts. New locations added include Panama and Guatemala. The “Be Ready” alert will now provide more detailed information, including the earthquake's epicenter, estimated magnitude, a map of detected shaking, safety steps, and a button for further information. The alert system includes three types: "Be Aware" for light shaking, "Be Ready" for stronger shaking, and "Take Action" for moderate to heavy shaking.
AppWizard
October 15, 2026
Google has introduced a feature for Android users that allows them to create and run their own AI-generated applications on their smartphones, known as vibe coding. Users can develop apps via Google AI Studio and install them without public publication on the Google Play Store, keeping them hidden from Play search and listings. This feature is currently available only to U.S. users aged 18 and older and requires adherence to Google Play’s policies. Future enhancements will allow users to share their apps with trusted friends, and successful apps may transition to public release after evaluations. Additionally, Google is expanding AI integration within the Play ecosystem, including a game recommendation engine and app comparisons through the Ask Play assistant.
AppWizard
October 15, 2026
Google has introduced a feature that allows Android users in the United States to create AI-generated applications through Google AI Studio. Users can run these custom apps privately on their devices via Google Play without public distribution. The feature enables the creation of tailored applications for personal needs, such as habit trackers or finance management tools, and ensures that these apps remain hidden from Play Store search results. Google plans to allow users to share their apps with friends and potentially publish them publicly after safety reviews. Additionally, Google is launching new tools in the Play Store, including a personalized game recommendation tool, Community Posts, and updates to the Ask Play AI assistant.
AppWizard
October 15, 2026
Google has introduced a feature that allows users to run privately created, AI-built Android applications on their smartphones via Google Play without public publication. This enables users to launch their apps using standard Google accounts while keeping them private, as these apps will not appear in Google Play search results or listings. The feature is available to users aged 18 and older in the United States, provided the apps comply with Google Play policies. Users can create apps using Google AI Studio through a process called “vibe coding.” Google plans to allow users to share their AI-built applications with trusted friends in the future and offers the possibility of transitioning popular personal apps into publicly published ones after passing trust and safety reviews. Additionally, Google is developing AI-driven tools to enhance the Google Play experience, including a personalized game recommendation engine called Game Finder, which will be available in English in the U.S. Users can curate game lists, engage in community discussions, and participate in gaming challenges. The Play Store's AI assistant, Ask Play, will receive updates for better app comparisons, and a new age-range feature will help developers create age-appropriate experiences for children.
Winsage
October 14, 2026
Z.ai's GLM model identified 23 vulnerabilities in the Windows operating system, confirmed by Microsoft's Security Response Center (MSRC). This marks a significant advancement in commercial software security, demonstrating the model's autonomous capability in independent vulnerability discovery. Since the release of GLM-5.2, Z.ai has uncovered over 4,200 vulnerabilities across about 390 open-source projects, with over a thousand categorized as critical to high severity. Z.ai has established a public Security Disclosure Ledger to track its findings through a coordinated disclosure process. The confirmation of vulnerabilities by MSRC is notable due to the rigorous nature of their vulnerability triage operations. Z.ai's GLM-5.3 achieved a score of 84.5% on CyberGym, outperforming competitors like Anthropic's Mythos 5 and OpenAI's GPT-5.6 Sol. Reports indicate that NIST's AI safety division has flagged GLM-5.3 due to concerns about its cyber capabilities, particularly regarding the potential for modified versions to reduce safety features. Z.ai plans to continue targeting commercial software in its efforts.
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