AI at the Edge: Sentinel Data Lake, SharePoint Exploits & the Future of Windows

In this episode of Cloudy with a Chance of Insights, Richard, David, and Cyrus explore the cutting edge of Microsoft Cloud innovation.The conversation begins with a deep dive into Microsoft Research’s new framework for classifying human-AI interactions—an essential step toward building smarter, more responsive applications.

David then introduces the public preview of Windows Backup for Organizations, a cloud-backed solution that ties user profiles and settings to identity, offering a new layer of resilience for enterprise environments.

Richard shares insights on Sentinel Data Lake, a powerful new tool for aggregating and analyzing security data across your environment. With support for KQL and Jupyter notebooks, and a tiered storage model, it’s designed for scale and flexibility.

Cyrus delivers a compelling breakdown of a recent SharePoint exploit uncovered at Pwn2Own Berlin, highlighting the importance of zero trust architecture and proactive security measures. His recommendations—pre-authentication, WAFs, and Sentinel-based hunting—are essential for any organization still running on-prem environments.

The episode wraps with a look at how AI development tools are empowering non-developers to build sophisticated solutions. David shares his experience using Claude Sonnet 4 in Visual Studio Code to automate integration analysis and reporting—proving that with the right tools, anyone can build something impactful.

Key Themes:

• AI interaction telemetry and proactive interfaces
• Windows Backup and user-centric design
• Sentinel Data Lake and scalable security analytics
• SharePoint vulnerabilities and zero trust architecture
• AI tools for non-developers and solution reuse

Blog:

The Microsoft Cloud Blog

Socials:

• X: https://x.com/richardihogan
• BlueSky: https://bsky.app/profile/richardihogan.bsky.social
• LinkedIn: https://www.linkedin.com/in/richardhogan

Audio Versions:

• https://spoti.fi/3D5jBLs
• https://apple.co/49kBxxL

Keywords:

#MicrosoftCloud, #AIinteractions, #WindowsBackup, #SentinelDataLake, #SharePoint #security, #AI, #cloudcomputing, #cybersecurity

Referenced Links

• Classifying Human–AI Interactions at Scale
• Windows Backup for Organizations
• Windows 2030 Vision – Agentic AI OS
• Microsoft 365 Copilot for GCC High / DoD
• A Nuclear weapons story: Making SharePoint Zero-Day-Tolerant with Microsoft Entra, Microsoft Sentinel, and Security Copilot
• Introducing Microsoft Sentinel Data Lake