AI-driven

Tech Optimizer
August 30, 2026
Microsoft has confirmed that notifications stating “Microsoft Defender Antivirus is turned off” are erroneous and can appear during startup and intermittently, even with notification settings disabled. The issue stems from recent updates to Windows antivirus software, but the antivirus is functioning correctly. This problem affects all versions of Windows or Windows Server running Microsoft Defender Antivirus with the latest updates. Users may see pop-ups urging them to “Turn on virus protection,” which falsely suggest that protection is disabled. Microsoft is working on a resolution, and users are advised to verify that their antivirus is operational and that real-time protection is enabled.
Tech Optimizer
August 29, 2026
A company's approach to artificial intelligence (AI) begins with determining the optimal structure for data storage and management, often facing challenges such as high costs of commercial databases and reliance on specific enterprise technologies. To effectively utilize AI, companies need to establish new infrastructures, including vector search capabilities, Search Augmentation Generative (RAG) systems, and data lakehouses. EDB is notable for connecting companies and technology partners that have transitioned to open-source databases. On September 3, EDB will host the 'EDB Postgres AI Summit Seoul 2026' at the Sofitel Ambassador Seoul, starting at 10:00 AM. This event is the largest PostgreSQL conference in Korea, themed 'Change the Game,' focusing on the shift from commercial databases to open-source and AI-driven frameworks, featuring real-world case studies. Approximately 300 C-level executives and IT decision-makers from various sectors are expected to attend, with participation by invitation only. The summit will include 15 sessions with customer case studies and technical presentations. Notable discussions will include IBK Industrial Bank of Korea's migration of 15 core systems to PostgreSQL, a semiconductor company's diversification of MPP databases on a DBaaS platform, and Kyobo Book Centre's database modernization strategy. Shopcast will present its development of an 'Agentic Lakehouse' integrating AI technology with a data lakehouse framework. The keynote address will be given by Kim Deok-joong, discussing organizational management strategies for integrating AI agents. The technical sessions will cover the architecture of the 'EDB Postgres AI' platform, which supports AI vector search and RAG, with live demonstrations of the analytics engine ClickHouse and LakeHouse technology for analyzing petabyte-scale data. EDB's domestic distributors and international partners will participate as sponsors. The summit aims to showcase technologies and case studies from the domestic ecosystem, addressing PostgreSQL adoption, system migration, operations, data analysis, and AI implementation. EDB manages transaction, analytics, and AI workloads using Postgres in cloud environments, serving over 1,500 global customers. Herve Timsit, EDB's Chief Revenue Officer, emphasized the event's focus on sharing tangible results and addressing the challenges of commercial databases while investing in AI infrastructure.
AppWizard
August 27, 2026
Google has updated its requirements for Android applications in response to memory chip shortages affecting the tech industry. The mobile sector is facing significant hardware supply constraints that impact device memory availability. To address these challenges, Google is implementing new performance benchmarks focusing on dynamic memory usage and bitmap usage, along with code optimization requirements to prevent app slowdowns and crashes. Google will provide tools to notify developers when their applications exceed the new thresholds and will introduce additional diagnostic tools, including a Memory Limiter feature. Developers have until February 2027 to comply with these new performance standards. Additionally, all apps on the Play Store must meet the Zero Tap Sign-In requirement by April 2027, allowing automatic restoration of user sign-in states during device migrations.
AppWizard
August 27, 2026
Motorola is set to enhance its smartphones with the upcoming Android 17 software update, which includes features such as stackable widgets, themed icons, and the ability to hide labels from Quick Settings tiles. The update will integrate support for Live Updates and AI-driven notification summaries, as well as machine learning models to identify low-priority notifications. Display capabilities will improve for HDR content, with adjustable brightness settings. New sharing methods include Tap to Share for one-on-one sharing and Quick Drop for group sharing. The update also promises enhanced security, app compatibility, performance improvements, bug fixes, and additional features like cross-platform Quick Share capabilities and Audio Sharing. Over 50 Motorola devices, including recent Razr and Edge models, will receive the update.
AppWizard
August 26, 2026
Multilogin has launched an open-source AI agent for social media management on authentic Android devices in the cloud. This tool enables automation of workflows on platforms like TikTok, Instagram, Facebook, and X. The AI agent connects to a Multilogin Android cloud phone, allowing it to view screens, execute taps, type commands, and save results. It integrates with multiple AI agents capable of running shell commands and interpreting visual inputs. Each cloud phone functions as an independent Android device with unique parameters and persistent app data, connected via ADB. The tool monitors the cloud phone's readiness, activates ADB, interprets screenshots, and executes tasks while logging activities. It is designed for marketers, agencies, creators, and teams, providing setup instructions and compatibility with AI tools like ChatGPT/Codex and Claude Code. The project is available on GitHub, and Multilogin offers a free plan with paid options starting at [openai_gpt model="gpt-4o-mini" prompt="Summarize the content and extract only the fact described in the text bellow. The summary shall NOT include a title, introduction and conclusion. Text: Multilogin has unveiled an innovative open-source AI agent designed to empower social media management on authentic Android devices hosted in the cloud. This groundbreaking tool bridges the gap between AI capabilities and mobile app functionalities, allowing users to automate workflows across popular platforms such as TikTok, Instagram, Facebook, and X. How the Tool Functions The newly developed AI agent connects seamlessly to a Multilogin Android cloud phone, providing it with the ability to view screens, execute taps, type commands, and complete various tasks while saving the results. This integration works harmoniously with multiple AI agents, including Claude Code, Cursor, and OpenClaw, all of which can run shell commands and interpret visual inputs from screenshots. As many social media operations increasingly shift to mobile applications, the limitations of browser-based tools become apparent. While browser profiles serve their purpose for web-based tasks, they fall short when it comes to executing native Android applications. Multilogin's cloud phones offer a distinct advantage by providing an authentic Android environment, facilitating direct interaction with mobile apps. Each cloud phone operates as an independent Android device in the cloud, complete with unique device parameters, installed applications, and persistent app data. The AI agent connects to the cloud phone via ADB (Android Debug Bridge), a standard interface used by developers for device management. Operational Efficiency and Flexibility The process begins with the selection of an Android cloud phone, which the tool monitors until it is fully operational. Once ready, the AI agent activates ADB, allowing it to interpret screenshots, determine subsequent actions, and execute tasks such as tapping or typing. Upon completion of a task or in the event of an error, the tool halts the cloud phone and logs the activity, ensuring that resources are not wasted during the development and testing of AI-assisted mobile workflows. This project is compatible with any AI agent capable of executing shell commands and processing visual inputs, making it versatile for various applications. Gleb K., the UI team lead at Multilogin, emphasizes the importance of this development: “AI agents are becoming useful for real operational work, but many important workflows still happen inside mobile apps. We built this open-source project to give everyone a simple and controlled way to connect AI agents to Android cloud phones.” Target Audience and Accessibility The cloud phone agent is tailored for marketers, agencies, creators, and teams seeking an AI assistant to streamline routine tasks within Android applications. Users need not start from scratch; the project provides clear setup instructions and is compatible with widely-used AI tools such as ChatGPT/Codex, Claude Code, OpenClaw, and Cursor. Once connected, the AI agent can efficiently manage tasks on the cloud phone, with the Multilogin Support team readily available for assistance. As with any automation tool, users are encouraged to adhere to the guidelines set by the applications they utilize. The Multilogin cloud phone agent is accessible on GitHub: GitHub Repository. For further information about Android cloud phones from Multilogin, visit Multilogin's Website. The Need for Android Cloud Phones in Social Media Workflows As marketing teams increasingly adopt AI-driven workflows, the necessity for reliable and scalable environments becomes paramount. Real Android devices provide AI agents with the authentic conditions that mimic human usage, allowing accounts to behave naturally and accumulate history over time—an aspect that emulators and browser profiles simply cannot replicate. About Multilogin Multilogin is a comprehensive platform offering cloud phones and browser profiles tailored for marketers, agencies, creators, and AI workflow builders. It enables teams to manage distinct browser and mobile workflows from a unified dashboard. Multilogin offers a Free plan with no credit card requirement, while paid plans commence at .08 per month when billed annually, inclusive of monthly proxy traffic and mobile minutes based on the selected plan. Established in 2015, Multilogin operates from the UAE and adheres to GDPR compliance. Media Contact: Teona B. Media Specialist Multilogin Email: marketing@multilogin.com For additional visuals accompanying this announcement, please visit the following links: Visual 1 Visual 2" max_tokens="3500" temperature="0.3" top_p="1.0" best_of="1" presence_penalty="0.1" frequency_penalty="frequency_penalty"].08 per month.
Winsage
August 25, 2026
Microsoft is exploring a project for a Windows operating system integrated with AI capabilities, referred to as "Copilot OS" or "Agent OS." This system aims to stream applications directly to the desktop and create a cross-platform experience. It is designed to function as an "agent," managing local computers and cloud services for users. Currently, Microsoft is downplaying its AI initiatives while enhancing Windows 11, focusing on user concerns and gradually introducing AI elements, including smaller-scale AI agents for specific tasks. The company is also working on improving voice interaction across applications. Despite the current focus, Microsoft remains committed to an AI-centric operating system, with potential future monetization strategies for AI agents.
Winsage
August 25, 2026
Microsoft's shelved project, codenamed 'Project Aion', aimed to create a lightweight, web-based operating system focused on AI functionalities, particularly integrating Copilot. Leaked materials from 2024 describe Aion as a "Copilot OS," designed to unify various devices under a single intelligent framework, with applications streamed to the desktop instead of installed locally. Despite its cancellation, Microsoft is still committed to developing AI agents within Windows 11, enhancing user experience gradually while optimizing resource usage for devices with 8GB of RAM. The company is also planning to improve voice interaction capabilities across applications. Although Project Aion is no longer active, its vision may influence future developments, including potential monetization strategies for AI features.
Winsage
August 25, 2026
Leaked documents reveal that Microsoft developed Project Aion, a Copilot-centric operating system distinct from Windows 11, which was never released. Aion was designed without a Start menu, desktop icons, or a traditional taskbar, placing Copilot at the center of user interaction. The project was conceived as early as 2024 and aimed to redefine user engagement with technology, focusing on education, entertainment, and task completion. It utilized a streamlined Windows codebase called Win3, which was lighter than Windows 11 but lacked support for legacy Win32 apps. Aion featured a personalized dashboard with task cards and app icons for both Microsoft and third-party applications. It was intended to run on various AI-focused devices and aimed to create a versatile operating system adaptable to different hardware configurations. Key features included a conversational user experience, an "Ask me anything" box for queries, and "Spaces" for project organization. Despite its innovative design, Aion was primarily aimed at enterprise use and faced limitations due to the absence of traditional desktop applications. The likelihood of Aion's release is slim as Microsoft has shifted its focus to refining Windows 11 and has begun retracting ambitious AI integrations, prioritizing stability and performance enhancements over new operating systems.
AppWizard
August 25, 2026
Google is developing a feature for the Play Store that allows users to attach images to their queries within Ask Play, its AI-driven conversational search tool. This feature enables users to upload an image or capture a new photo as part of their search process, allowing them to ask questions about the content depicted in the image. Additionally, Google is exploring modifications to the Ask Play interface on individual app pages, potentially replacing the current "Ask Play about this app" section with a horizontal row of suggested questions. These features are currently in development and not yet publicly available.
Search