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You can now spot AI-generated Google ads, if you know where to look
AppWizard
July 13, 2026

You can now spot AI-generated Google ads, if you know where to look

Google is introducing AI labels for ads across its platforms, including Search, YouTube, and Discover, to indicate when advertisements have been generated or edited using artificial intelligence. The label “Created or edited with AI” will be displayed in My Ad Center under “How this ad was made.” This feature will roll out globally, with automatic labeling for ads created using Google's AI tools, while advertisers using third-party AI tools must self-disclose their AI usage. This initiative aims to enhance transparency in digital advertising and improve the identification of AI-generated content. However, the responsibility for disclosure in cases not involving Google's tools lies with the advertisers, which may allow some to evade transparency measures.
“Think Google Docs meets a creative sandbox like Fortnite or Minecraft”: Audiotool 3.0 turns its multiplayer online DAW into an open platform for creator-built music tools
AppWizard
July 13, 2026

“Think Google Docs meets a creative sandbox like Fortnite or Minecraft”: Audiotool 3.0 turns its multiplayer online DAW into an open platform for creator-built music tools

Audiotool 3.0 has launched, introducing real-time multiplayer music creation capabilities via web browsers and tablets, with mobile applications planned. The update features NEXUS, an open-source SDK that allows users to create their own instruments, plugins, and AI tools within the Audiotool ecosystem. The platform aims to enhance collaboration by addressing issues like device discrepancies and incompatible plugins, boasting the lowest latency among online music production tools. Users can design custom instruments, effects, and applications, and the SDK supports AI integrations. Launch partners for NEXUS include Splice, Ujam, BandM8, and Fraunhofer, and Audiotool is hosting a hackathon series until August 23 to encourage innovation.
Force any site into dark mode with Microsoft Edge
Winsage
July 13, 2026

Force any site into dark mode with Microsoft Edge

Microsoft Edge is set to introduce a feature that allows users to enforce dark mode on any website as part of the "Web Remix" initiative. This feature enables users to customize web pages, including simplifying articles, providing summaries, organizing recipes into shopping lists, converting prices to local currencies, and updating webpage appearances. It operates locally and can be toggled on or off via a button in the address bar. Users can access Web Remix by enabling specific flags in Edge Canary. While it effectively applies dark mode to websites lacking native support, results may vary, and some elements may be altered in ways that are not ideal. Premium extensions like Dark Reader offer more nuanced dark mode customization compared to Web Remix.
Survey suggests readers treat their core Android apps like a comfy couch
AppWizard
July 13, 2026

Survey suggests readers treat their core Android apps like a comfy couch

A poll conducted with over 1,700 participants revealed that 50.1% of users only switch apps when absolutely necessary, while 40.6% prefer to maintain their current applications for stability. Only 9.4% of respondents embrace change for novelty. The discussion highlighted the significance of app loyalty as users integrate certain applications into their daily routines.
Microsoft demystifies how Windows updates work
Winsage
July 13, 2026

Microsoft demystifies how Windows updates work

Microsoft has released a guide on the Windows servicing model, detailing monthly security updates, optional preview releases, hotpatch updates, and feature rollout mechanisms. Patch Tuesday occurs every second Tuesday of the month, delivering cumulative security updates to supported Windows versions. For consumers and small businesses, updates are managed through Windows Update, while enterprises can use various tools like Windows Autopatch and WSUS. Hotpatch updates, which focus on security fixes, can be installed without a restart, unlike quarterly baseline updates that require one. Optional non-security preview updates are released in the fourth week of each month for testing upcoming fixes and new features, available only for the latest supported Windows versions. Unmanaged devices can access these updates through Windows Update settings, while IT-managed devices depend on organizational policies. Microsoft also issues out-of-band updates to address urgent issues, which can be deployed through enterprise management tools. New features for Windows 11 are rolled out throughout the year via various channels, with a gradual rollout strategy to monitor quality and compatibility, using the Controlled Feature Rollout approach.
Microsoft expands AI-powered Windows security
Winsage
July 13, 2026

Microsoft expands AI-powered Windows security

AI-driven security tools are enhancing Microsoft's ability to detect vulnerabilities earlier, improving the speed of Windows security responses. Microsoft is integrating AI into its Windows security strategy to expedite the discovery, analysis, and remediation of vulnerabilities in its software development process. This integration allows security teams to identify potential issues more quickly across large codebases, reducing the time between vulnerability identification and protective measures implementation. The updated strategy combines AI-powered security analysis tools with advanced multi-model agentic scanning systems to detect, validate, and prioritize high-confidence risks. Microsoft is also incorporating AI into engineering workflows to assist developers in investigating issues, recommending fixes, and enhancing testing, while ensuring human oversight. The company is investing in automated patching, vulnerability management, and deployment tools to facilitate efficient application of security updates. This approach reflects a shift towards continuous, AI-assisted security engineering, moving away from traditional periodic security updates.
Microsoft is killing 15 products in 2026, including Windows 11 24H2 and Office 2021
Winsage
July 12, 2026

Microsoft is killing 15 products in 2026, including Windows 11 24H2 and Office 2021

Microsoft will discontinue support for several products in 2026, including: 1. Windows 11 24H2 (Home and Pro) - End of servicing on October 13, 2026. 2. Office 2021 and Office LTSC 2021 - End of support on October 13, 2026. 3. Windows Server 2012 and 2012 R2 - Final ESU year ending on October 13, 2026. 4. SQL Server 2016 - Extended end of support on July 14, 2026. 5. SharePoint Server 2016 and 2019, Project Server 2016 and 2019 - Support ends on July 14, 2026. 6. Microsoft Publisher - Retired after October 2026. 7. Exchange Server 2016 and 2019, Skype for Business Server - Final ESU cutoff on October 31, 2026. 8. Windows 11 Enterprise and Education 23H2, .NET 8, .NET 9, PowerShell 7.4 - End of servicing on November 10, 2026. 9. Windows 10 2016 LTSB and IoT Enterprise LTSB 2016 - Extended support ends on October 13, 2026. 10. Windows 11 SE - Support ends on October 1, 2026. 11. Dynamics CRM 2016 and older versions - Lost support earlier in January 2026. 12. Microsoft Configuration Manager, version 2409 - End of support on June 6, 2026. 13. Visual Studio 2022 LTSC channels, versions 17.10 and 17.12 - End of support in January and July 2026, respectively. 14. InfoPath 2013, SharePoint Designer 2013 - End of support on July 14, 2026. 15. Azure service retirements - Occurring in late 2026. Organizations are advised to review their software landscape and plan for transitions to avoid disruptions.
What Is Serverless PostgreSQL?
Tech Optimizer
July 12, 2026

What Is Serverless PostgreSQL?

Serverless PostgreSQL is a fully managed cloud database model that separates compute and storage, allowing them to scale independently and automatically based on demand. It eliminates the need for manual infrastructure provisioning and capacity planning, charging only for active usage. Unlike traditional PostgreSQL setups, which require continuous resource allocation and manual scaling, serverless PostgreSQL provisions resources on demand and can scale down to zero during idle periods. Serverless PostgreSQL integrates with serverless compute platforms, enabling analytical queries to access the same data within a unified architecture. Key differences between traditional and serverless PostgreSQL include manual versus automatic provisioning and scaling, fixed versus usage-based billing, and high versus reduced operational overhead. Lakebase architecture is an emerging model that combines transactional databases with lakehouse foundations, allowing operational and analytical workloads to coexist on a single platform. This architecture minimizes data duplication and simplifies access, enhancing data management and analysis. Serverless PostgreSQL operates on a cloud-native architecture that enhances efficiency by allowing compute and storage to scale autonomously. It features scale-to-zero behavior, where compute resources are suspended when inactive and reactivated upon new queries. Major providers include Databricks Lakebase, Amazon Aurora Serverless v2, and Neon, each offering varying capabilities and integrations. Pricing for serverless PostgreSQL typically includes charges for compute resources, storage, and data transfer, with costs fluctuating based on workload activity. Cold start latency is a performance consideration, as reactivating compute resources can introduce delays. Strategies to mitigate this include keeping resources partially active or selecting providers with minimal cold start impacts. Serverless PostgreSQL is well-suited for OLTP workloads, while lakebase architecture is better for AI development, variable workloads, and environments requiring rapid iteration. Setting up serverless PostgreSQL involves choosing a provider, creating a database instance, and configuring access settings. It can also be used alongside serverless compute platforms for analytics, further extending its capabilities.
AI Threat Forces Microsoft To Update Windows Patch Guidance
Winsage
July 11, 2026

AI Threat Forces Microsoft To Update Windows Patch Guidance

Microsoft is advocating for a reevaluation of Windows patch management practices due to the rapid evolution of artificial intelligence (AI) impacting cybersecurity. The company emphasizes that traditional timelines for patch deployment, typically spanning several weeks after the monthly Patch Tuesday, are inadequate against modern cyber threats. Microsoft recommends organizations shorten deployment windows to under three days for quality updates, with immediate installation deadlines and minimal user grace periods. To support these changes, Microsoft is enhancing Windows Autopatch with a new reporting dashboard for patch compliance and security insights. The company is promoting cloud-managed deployment through Microsoft Intune and Windows Autopatch while continuing to support legacy tools. Additionally, Microsoft is introducing Windows Hotpatch technology, allowing security updates to be installed without immediate reboots, and advocating for the use of identity-based access controls to isolate unpatched devices. The guidance reflects a shift from scheduled patching to continuous risk management, encouraging organizations to prioritize high-risk assets and automate update deployments. Microsoft is also investing in AI-assisted vulnerability discovery and automated code analysis to improve defensive capabilities. The overarching message is that enterprises must adapt their update strategies to address the accelerated pace of AI-driven exploitation.
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