back
Get SIGNAL/NOISE in your inbox daily

Windows 11 search overhaul: Microsoft is reportedly working on enhancing Windows 11’s search functionality with artificial intelligence, potentially addressing long-standing user complaints about its effectiveness.

  • Windows Latest reports that Microsoft aims to improve Windows 11 Search by enabling users to search through audio and video files using AI technology.
  • This new feature could be related to Microsoft’s controversial Recall feature, which uses AI to create searchable timelines of user activity.
  • The enhanced search capability was discovered by X user @XenoPanther in Windows 11 Preview Build 27695, referred to as “intelligent media search.”

AI-powered media search functionality: The proposed feature will utilize AI models to transcribe and index audio and video content, making it searchable for specific words or phrases.

  • Users’ devices will need to download necessary AI models to enable this functionality.
  • The process involves transcribing audio and video files and then indexing the transcripts to make them searchable.
  • This feature could be particularly useful for locating specific content within audio clips or video files.

Privacy and hardware considerations: Given the sensitive nature of processing media files, Microsoft is likely to implement measures to ensure user privacy and data security.

  • The new search feature is expected to use on-device AI processing to handle transcriptions and searches locally, rather than sending data to the cloud.
  • This approach would enhance both security and responsiveness of the search function.
  • The feature may require a new Copilot+ PC equipped with specialized hardware, such as a Neural Processing Unit (NPU), to function effectively.

User expectations and concerns: While an improved Windows Search has been a long-standing request from users, the integration of AI technology raises some concerns.

  • The feature is still in development and was not officially mentioned in Microsoft’s blog post announcing the Windows 11 Preview Build.
  • Some users express wariness about the application of AI in this context and hope for meticulous planning and implementation.
  • Despite concerns, many users are eager for an enhanced Windows Search that could significantly improve device usability.

Comparing to existing solutions: The proposed AI-powered Windows Search aims to compete with similar features on other operating systems.

  • The enhanced search functionality is reminiscent of the Spotlight search feature in macOS, which is known for its efficiency and effectiveness.
  • By improving Windows Search, Microsoft could potentially close the gap with competitors in terms of user experience and productivity features.

Potential impact on user experience: An AI-enhanced Windows Search could significantly improve the overall usability of Windows 11 devices.

  • Users may find it easier to locate specific content across various file types, including audio and video.
  • The feature could streamline workflows for professionals who frequently work with media files or need to search through large amounts of content.
  • Improved search capabilities might reduce frustration and time spent looking for files or information on Windows 11 systems.

Looking ahead: While the AI-powered Windows Search feature shows promise, its success will depend on various factors.

  • The effectiveness and accuracy of the AI transcription and indexing processes will be crucial for user adoption.
  • Microsoft will need to balance the benefits of enhanced search capabilities with user privacy concerns and hardware requirements.
  • As the feature develops, user feedback and real-world testing will likely play a significant role in shaping its final implementation and functionality.

Recent Stories

Oct 17, 2025

DOE fusion roadmap targets 2030s commercial deployment as AI drives $9B investment

The Department of Energy has released a new roadmap targeting commercial-scale fusion power deployment by the mid-2030s, though the plan lacks specific funding commitments and relies on scientific breakthroughs that have eluded researchers for decades. The strategy emphasizes public-private partnerships and positions AI as both a research tool and motivation for developing fusion energy to meet data centers' growing electricity demands. The big picture: The DOE's roadmap aims to "deliver the public infrastructure that supports the fusion private sector scale up in the 2030s," but acknowledges it cannot commit to specific funding levels and remains subject to Congressional appropriations. Why...

Oct 17, 2025

Tying it all together: Credo’s purple cables power the $4B AI data center boom

Credo, a Silicon Valley semiconductor company specializing in data center cables and chips, has seen its stock price more than double this year to $143.61, following a 245% surge in 2024. The company's signature purple cables, which cost between $300-$500 each, have become essential infrastructure for AI data centers, positioning Credo to capitalize on the trillion-dollar AI infrastructure expansion as hyperscalers like Amazon, Microsoft, and Elon Musk's xAI rapidly build out massive computing facilities. What you should know: Credo's active electrical cables (AECs) are becoming indispensable for connecting the massive GPU clusters required for AI training and inference. The company...

Oct 17, 2025

Vatican launches Latin American AI network for human development

The Vatican hosted a two-day conference bringing together 50 global experts to explore how artificial intelligence can advance peace, social justice, and human development. The event launched the Latin American AI Network for Integral Human Development and established principles for ethical AI governance that prioritize human dignity over technological advancement. What you should know: The Pontifical Academy of Social Sciences, the Vatican's research body for social issues, organized the "Digital Rerum Novarum" conference on October 16-17, combining academic research with practical AI applications. Participants included leading experts from MIT, Microsoft, Columbia University, the UN, and major European institutions. The conference...