Observed Signal · Nov 9, 2026 · Policy Update · Source: t3n · Impact: 2/5 · Sentiment: Neutral
Microsoft tests new Recall variant 'Project Pantheon'
Microsoft is reportedly developing a new version of its controversial Recall feature for Windows 11, codenamed 'Project Pantheon'. Unlike the current Recall, which automatically captures screenshots at intervals, this new version will only capture a screen image when the user explicitly requests it. Users can also manually save web pages, files, text, and audio/video content into 'Context Vaults' to serve as context for AI queries. The feature is designed to integrate with the Windows 11 ecosystem, allowing users to add memories via browser extensions, File Explorer, and the share menu. It also supports the Model Context Protocol (MCP), potentially enabling external AI tools like Claude and Cursor to access the stored data. Microsoft is reportedly working on additional security measures, including encryption, granular app permissions, and Windows Hello protection. The feature is still in early testing and may not be released.
Microsoft's new Recall variant impacts user privacy and AI data handling, relevant to AdTech through potential implications for data access and AI-driven personalization, but not directly a business move.
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Key Takeaways & Evidence Grounding
- Microsoft is developing a new Recall feature for Windows 11 under the codename 'Project Pantheon'.
- The new Recall takes a snapshot only when the user explicitly requests it, unlike the current automatic screenshots.
- Users can store web pages, files, text, audio, and video in 'Context Vaults' for AI context.
- The feature supports the Model Context Protocol (MCP), potentially enabling external AI tools like Claude and Cursor access.
- Microsoft is adding security measures including encryption, granular app permissions, and Windows Hello protection.
Connected Companies & Entities
“Microsoft is developing a new version of Windows 11 Recall, codenamed 'Project Pantheon'.”
Ontology Mapping & Concepts
Related Market Signals & Shifts
Recent verified developments and strategic activity across this market segment.
Microsoft trims Copilot AI integrations in Windows 11
Microsoft announced it will pull back some Copilot AI integrations in Windows 11 and focus AI functionality only where it provides clear value. Pavan Davuluri, head of Windows, said the company will reduce Copilot entry points in selected apps (including Photos, Notepad and the Snipping Tool) and concentrate on AI experiences deemed “genuinely useful.” The change responds to user trust and privacy concerns after mixed feedback to earlier AI additions and delays to features such as Windows Recall for Copilot+ PCs. Microsoft also introduced a Copilot behavior that occasionally prompts users to take breaks. Outside data cited in the report notes about 26% of devices still run Windows 10 (Statcounter) and a Pew Research poll found rising public concern about AI in mid‑2025.
Microsoft Forms Team to Fix Windows 11
Microsoft has formed an internal team to address user complaints about Windows 11 after mounting criticism over performance, forced updates and the aggressive integration of the Copilot AI assistant. On March 20, 2026, Windows chief Pavan Davuluri published a blog post saying the product team has reviewed user feedback and will reduce Copilot’s presence in selected apps (Notepad, Photos, Screenshot tool) and be more deliberate about where AI is integrated. Several Microsoft employees — including Scott Hanselman, Marcus Ash, Diego Baca and Tali Roth — have publicly identified themselves as contributors to the initiative and pledged closer engagement with the community. Microsoft also acknowledged concerns about in-OS upsell/promotional prompts and the requirement to sign in with a Microsoft account, and said it is working on improvements.
Windows 11 Search Upgrade, Copilot Gets File Access
Microsoft announced two upcoming updates for Windows 11: an enhanced search feature and expanded Copilot capabilities. The new search allows users to directly adjust settings like dark mode, take screenshots, and change volume from the search bar, with future ability to compose and send messages. Copilot's 'Hybrid Intelligence' feature, introduced at a Microsoft event, enables the AI to access local files and perform actions across the OS, such as finding, renaming, zipping documents, and attaching them to emails. Jacob Andreou, EVP of Copilot, demonstrated this in a tax return example. The rollout will be gradual, requiring user permission for file access. The search upgrade is expected later this year, with no exact date specified.
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