AI-driven features Archives

Winsage

June 15, 2025

It’s been four years, and I still don’t have a strong enough reason to upgrade to Windows 11

Windows 11 was released in October 2021 and initially received a score of 6.5/10 due to its focus on aesthetics over functionality. The author currently uses both Windows 10 and Windows 11, with Windows 10 on their personal laptop and Windows 11 on their work laptop. They have been using Windows 11 for six months but still prefer Windows 10 for its familiarity. While Windows 11 has introduced features like enhanced virtual desktops, improved Microsoft Teams integration, a refined taskbar, and new widgets, these changes do not significantly impact the author's daily tasks. The author would consider switching to Windows 11 if it offered enhancements that directly improve their workflow, particularly with meaningful integration of Teams or AI-driven productivity features. The end of life for Windows 10 is approaching, prompting users to decide whether to upgrade to Windows 11 or explore alternatives. Microsoft is trying to encourage upgrades, but many users remain on Windows 10, which is still the most widely used operating system.

Tech Optimizer

June 13, 2025

Postgres and the Lakehouse Are Becoming One System — Here’s What Comes Next

Developers are increasingly using Postgres for application needs alongside lakehouse technologies for analytics and data science. Postgres has evolved into a versatile operational database suitable for various applications, while lakehouse technologies enable organizations to manage and analyze large-scale data efficiently. There is a growing synergy between these systems, although they often operate in silos managed by different teams. An emerging architectural paradigm views Postgres and lakehouses as complementary layers within a modular framework to address both operational and analytical requirements. Historically, OLTP systems were used for transactions and OLAP systems for analysis, but this model is shifting. Scenarios such as financial applications requiring real-time risk reports and SaaS applications calculating usage metrics are becoming standard. Effective communication between product-engineering teams managing operational systems and data teams overseeing lakehouse services is essential for enhancing system resilience. A trend called operational medallion architecture incorporates bronze, silver, and gold layers for real-time and user-facing systems. The bronze layer consists of raw data, the silver layer contains cleaned data in Postgres for real-time analytics, and the gold layer features pre-aggregated data for low-latency experiences. Each layer is queryable, allowing for bidirectional data movement between S3 and Postgres. Key developments facilitating the integration of operational databases and lakehouses include the maturation of Iceberg as a flexible table format, the evolution of Postgres with support for various data types and querying capabilities, and a growing demand for composability among developers. The market is moving towards modular, open, and developer-friendly architectures that integrate operational and analytical layers. Future data infrastructure will focus on interconnected components and coherent modern data architecture that serves both operational and non-operational use cases seamlessly.

Winsage

May 23, 2025

Microsoft dumps AI into Notepad

Microsoft has updated Notepad to include the Copilot feature for text generation, requiring users to sign in with their Microsoft account to access the Write feature. Users can generate text by selecting the Write option from the Copilot menu, which can then be reviewed, saved, or refined. Microsoft has also introduced AI-driven features in Paint, including a sticker generator and a smart selection tool. These updates reflect Microsoft's efforts to innovate its built-in Windows applications, although some users question the necessity of AI in simpler tools like Notepad.

AppWizard

May 20, 2025

Google Workspaces gets supercharged with Gemini to help you work smarter

The latest Google I/O event introduced several AI-driven features across Google's products aimed at enhancing user experience and productivity. - Gmail will receive AI-powered personalized reply suggestions, inbox cleanup, and faster appointment scheduling through the new Gemini tool. - Google Meet will offer real-time speech translation in multiple languages for AI Pro and Ultra subscribers, starting with English and Spanish. - Google Vids will enable users to convert slides into videos, generate scripts, and refine recordings using AI, with features like AI avatars for video production. - Imagen 4 will enhance visual content creation in Slides, Vids, and Docs by generating richer images and accurate text rendering. - Google Docs will incorporate Gemini for source-grounded writing assistance, allowing users to link relevant data and documents directly within their writing.

Winsage

May 12, 2025

Microsoft Build 2025: What to expect, from Azure to Copilot upgrades

Microsoft's annual Build developer conference will occur from May 19 to 22, focusing on new AI integrations, services, and applications for Windows. Last year's conference featured the integration of Copilot into Microsoft Teams and the introduction of AI-powered PCs. This year, deeper integrations of Copilot generative AI are expected, catering to consumer and enterprise needs. Keynotes will be streamed online for free. Microsoft raised prices on various software products by 5% last November and may use new AI features to justify these increases. Copilot is anticipated to have significant enhancements, with reports suggesting Microsoft is considering alternative AI models from xAI, Meta, Anthropic, and DeepSeek. Copilot may gain “agentic” capabilities for executing basic PC tasks, with references to an Action button found in the Copilot client for Windows. Microsoft is rumored to have developed a suite of models called MAI to compete with OpenAI’s offerings, potentially to be unveiled at Build. There are also rumors about a successor to the Azure Maia 100 AI Accelerator, possibly named “Maia 2,” with Marvell contracted for its production.

Winsage

May 7, 2025

A New Start Menu and More Major Upgrades Are Coming to Windows 11

Microsoft announced significant upgrades for Windows 11, including enhancements to the Start menu, Copilot AI, and utilities like Paint and the Snipping Tool. The Start menu will become larger, more customizable, and user-friendly, allowing users to view all apps at once, hide recommended shortcuts, and increase the size of the pinned apps panel. A "phone companion" feature will be integrated into the Start menu. These changes are expected to roll out to the Windows Insider channel within the next month. File Explorer will introduce AI actions for document summarization and image editing directly from the right-click menu. Notepad will gain AI text generation and summarization features, along with lightweight formatting options like bold, italic, lists, and Markdown support. Copilot Vision will allow users to interact with AI regarding on-screen content. Some features will debut on Copilot+ PCs with Snapdragon chipsets, including an AI agent in Settings to assist users with adjustments and the Click to Do feature for scheduling meetings and launching Immersive Reader mode. The Photos app will introduce a relight feature for dynamic lighting control. Paint will gain capabilities for creating custom stickers from text prompts and an AI-powered object select tool. The Snipping Tool will receive enhancements like intelligent screenshot cropping, text extraction, and a color picker. The Narrator on Copilot+ PCs will be upgraded to provide rich descriptions of images.

Winsage

April 2, 2025

Finally! Microsoft brings most Copilot+ AI features to AMD, Intel PCs

Microsoft has announced that all Copilot+ PCs, including those with AMD Ryzen AI 300 series and Intel Core Ultra 200V processors, will now have access to AI-driven features, previously limited to Snapdragon devices. Features available include Live Captions, Cocreator, Restyle Image, and Image Creator, though some functionalities, like photo resizing, remain exclusive to Snapdragon-powered PCs. The Voice Access feature is currently limited to Snapdragon devices, with plans for AMD and Intel compatibility later this year. Upcoming features will be available through the March 2025 Windows non-security preview update, following the November 2024 update, and will be rolled out gradually via Windows controlled feature rollout. Users can access updates by navigating to Settings > Windows Update.

Winsage

March 25, 2025

Windows 11’s awful search is getting an AI boost soon, and that’s not all

Microsoft is set to release updates for Windows 11, including two preview builds—Windows 11 Build 26100.3613 and Windows 11 Build 26100.3624—available to Windows Insiders, with a rollout expected in April. Key features include: - Semantic search capability, allowing users to search using descriptive phrases, initially exclusive to Windows on Snapdragon PCs. - Enhanced Voice Access feature with a more flexible command structure for natural language control. - Live captions and real-time translation capabilities for Copilot+ PCs, supporting up to 44 languages, with translation from English to Chinese for Snapdragon users. - A new emoji interface accessible via a dedicated icon in the taskbar. - A redesigned Windows Settings interface featuring "cards" for quick access to CPU, memory, and storage specifications. - Refinements in CPU utilization monitoring in Task Manager. - A new Xbox gamepad keyboard interface for typing via an Xbox controller.

AppWizard

March 17, 2025

The Assistant experience on mobile is upgrading to Gemini

The evolution of Google Assistant began in 2016, leading to the introduction of Gemini as the next iteration of AI-powered assistance. Millions are transitioning from Google Assistant to Gemini, with plans to migrate more mobile users in the coming months. The classic Google Assistant will be phased out on most mobile devices, with new downloads ceasing later this year. The upgrade will also extend to tablets, vehicles, and accessories that sync with smartphones, as well as home devices. Since its launch, the Gemini app is now available in over 40 languages across more than 200 countries, with updates introducing features like music playback and timer settings. Gemini includes innovations such as Gemini Live for dynamic conversations and Deep Research for personal research assistance.

Winsage

March 3, 2025

Microsoft Edge tests AI History Search, better security on Windows 11

Microsoft Edge is introducing new AI-driven features, including an experimental Web Push API for improved notification management in Windows 11 and enhanced security measures for downloads and clipboard activities. An AI History search feature is being developed, allowing users to receive AI recommendations from web passages during history searches, which can be activated by typing @history in the address bar. This feature may require a Microsoft account and will only apply to websites visited after activation. Additionally, Edge is optimizing memory usage with sleeping tabs and has identified new security features, including msProvenanceValidatorToggleOnByDefault for verifying downloaded file sources and msProtectedClipboard for protecting clipboard contents. The term msEdgeMetaOSOlympus has been mentioned, potentially indicating a redesign or new Windows release, though details remain unclear.