financial data

Winsage
January 1, 2026
Microsoft has concluded support for Windows 10, with over 44% of PC users still operating on the OS. This poses potential risks for users, particularly as the end-of-support deadline approaches on October 14, 2025, when Microsoft will stop issuing free updates, increasing vulnerability to cyber threats. Microsoft has introduced the Extended Security Updates (ESU) program, offering security patches until October 13, 2026, at a cost of £22 for individual users and starting at £45 for businesses, with prices doubling in subsequent years. Users can also access ESU benefits through Microsoft Rewards Points or by performing a Windows Backup via OneDrive, which has a 5GB free limit. Research suggests that around 5 million individuals in the UK could be at risk due to continued reliance on Windows 10. The ESU program is available for users with Windows 10 devices running version 22H2.
AppWizard
November 26, 2025
Android users are facing a threat from counterfeit VPN applications that disguise themselves as privacy-enhancing tools but contain malware capable of compromising personal information and security. These fake VPNs mimic reputable brands and use misleading advertisements to appear legitimate. Once installed, they can steal passwords, messages, and financial data, and may even lock devices with ransomware. Google advises users to download VPNs only from trusted sources, look for verification badges, review app permissions, be cautious of free offers, research developers, and avoid scare tactics in marketing. Legitimate VPNs should not request access to personal contacts or photos and should only require network-related permissions.
Tech Optimizer
November 20, 2025
Many Apple users believe that their devices are nearly impervious to malware and cyber threats, but this is a misconception. While macOS has built-in protections like Gatekeeper and XProtect, no system is completely foolproof. Cybercriminals are increasingly targeting Macs, and users can fall victim to phishing schemes, ransomware, and other malware. Antivirus software for Mac provides an additional layer of defense, detecting malware and blocking phishing attempts. It can also protect sensitive information and offer features like secure browsing and Wi-Fi protection. Regular software updates and cautious behavior are essential for security, but relying solely on these measures is risky. Integrating antivirus into security routines is a practical step to minimize risks.
Tech Optimizer
October 29, 2025
A disconnect has been identified between traditional databases and the requirements of AI agents, prompting a rethinking of database architecture. Four initiatives are redefining databases for AI: 1. **AgentDB** treats databases as lightweight, disposable artifacts, allowing agents to create and discard databases easily for single tasks, catering to simple AI applications and temporary data processing needs. It is not suitable for complex transactional systems. 2. **Postgres for Agents** enhances PostgreSQL with features like zero-copy forking, enabling secure testing and experimentation without affecting live systems. It targets developers building AI applications and offers a cloud service with a free tier. 3. **Databricks Lakebase** integrates transactional capabilities within a data lakehouse architecture, providing seamless access to real-time operational data and historical insights for AI agents. It aims to unify data workloads and reduce the complexity of maintaining separate databases. 4. **Bauplan Labs** focuses on safety and reliability, developing a "programmable lakehouse" with a "Git-for-data" model that ensures verifiable and auditable data operations for AI agents. It targets high-stakes scenarios where mistakes could have significant repercussions. These initiatives reflect a broader trend of reshaping databases to cater to machines, emphasizing ephemeral, isolated, and context-aware systems.
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