language model

AppWizard
May 28, 2025
Signal has introduced a "Screen Security" feature in its desktop application to prevent external programs, including Windows 11, from capturing screenshots of its interface. This feature is enabled by default and is a response to Microsoft's Recall feature, which captures app window screenshots for AI processing. Signal is concerned about the privacy risks posed by Recall's design, despite Microsoft's assurances of improved privacy controls. The developers have used Windows' Digital Rights Management technology to protect against unauthorized screenshots due to the lack of official APIs from Windows 11. Signal's leadership has criticized the need for such workarounds and has called on Microsoft to provide better tools for developers to safeguard user privacy.
AppWizard
May 26, 2025
Google Home's app on Android is rolling out a Public Preview test called "Voice Assistant," which allows users to control access to the experimental AI feature, Gemini, on their smart home devices. Gemini was first tested on Nest devices last December and is now being integrated into Google Home with improved AI-generated automations and new features. The "Voice Assistant" experiment enables users to manage how household members can access Assistant experiments, but requires "Voice Match" setup for access. Gemini enhances the Assistant's capabilities by providing more comprehensive answers and allowing follow-up questions. At the I/O 2025 event, Google announced additional features for Google Home, including a "Home Summary" widget for Pixel devices and improvements to the "help me create" feature for automation.
Winsage
April 26, 2025
In January 2024, Microsoft launched its Copilot assistant, utilizing advanced large language model technology, and introduced various offerings such as Copilot Pro subscription plans and specialized devices. Despite these efforts, Copilot has attracted only 20 million users weekly, which is significantly lower than ChatGPT's 400 million weekly users. This represents just over 1% of the 1.5 billion Windows users globally. Microsoft's Chief Financial Officer, Amy Hood, presented data showing stagnant user engagement for Copilot, raising concerns within the company about the return on its substantial investments in AI technology. Additionally, Microsoft has had to adjust its strategy regarding the Copilot key on keyboards, allowing for customization, and Intel has noted that its AI hardware is not gaining market traction.
Winsage
April 25, 2025
Many organizations are hesitant to upgrade to Windows 11, with a global adoption rate of only 38% since its launch in 2021. This reluctance is due to companies wanting to extend the lifespan of existing devices, despite the risks associated with inaction. Microsoft will soon discontinue free security patching for Windows 10, leading to potential costs for continued support. Windows 11 has been shown to reduce security incidents by 58% and decrease firmware attacks by more than threefold. Organizations that delay the transition may hinder their competitiveness and face employee dissatisfaction, particularly in sectors like healthcare. The end of support for Windows 10 presents a crucial opportunity for companies to reassess their IT infrastructure and invest in higher-performing technology.
Tech Optimizer
April 24, 2025
Xata Agent is an open-source AI assistant designed for PostgreSQL database site reliability engineering. It monitors logs and performance metrics to identify issues like slow queries and unusual connection counts, helping to maintain database integrity and performance. The tool automates tasks such as vacuuming and indexing and provides actionable recommendations through diagnostic playbooks and read-only SQL routines. The architecture is built as a Next.js application using TypeScript, organized in a monorepo structure. Developers can set up their environment using Node, install dependencies, and configure a local PostgreSQL instance with Docker Compose. Production deployment involves using Docker images and configuring environment variables in a production file. Key functionalities include proactive monitoring, configuration tuning, performance troubleshooting, safe diagnostics, cloud integration, alerting, LLM flexibility, and playbook customization. Developers can create new tools and integrate them into playbooks for cohesive workflows. Future plans include custom playbooks, support for Model Context Protocol, evaluation harnesses, approval workflows, and a managed cloud edition. The architecture promotes extensibility and community contributions, standardizing incident response and reducing human error in database management.
Winsage
April 13, 2025
Microsoft addressed over 120 vulnerabilities during its April 2025 Patch Tuesday, including a critical zero-day vulnerability (CVE-2025-29824) that is actively exploited. WinRAR users are urged to update to version 7.11 due to a vulnerability (CVE-2025-31334) that allows attackers to bypass Windows' Mark of the Web security feature. Chief Information Security Officers (CISOs) are experiencing security platform fatigue due to the proliferation of multiple security tools. President Donald Trump signed an Executive Order revoking security clearances for Chris Krebs and his colleagues at SentinelOne. Cyber crisis simulations are becoming essential for organizational preparedness against evolving cyber threats. Fortinet has released patches for vulnerabilities, including a critical flaw (CVE-2024-48887) in FortiSwitch appliances. WhatsApp users should update their Windows client app to fix a vulnerability (CVE-2025-30401) that could allow harmful code execution. Kevin Serafin, CISO at Ecolab, discussed aligning security initiatives with business objectives. There is a rise in compromised large language model (LLM) attacks and risks associated with AI autonomy. New open-source tools like the YES3 Scanner and APTRS have been developed to enhance security capabilities. The cybersecurity job market remains strong, with increasing demand for skilled professionals.
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