From Human-Driven to AI-Enhanced - The Evolution of Stack Overflow

Explore the evolution of Stack Overflow's enterprise knowledge platform in this 18-minute conference session from Microsoft Ignite 2025. Discover how Stack Overflow Internal represents the next generation of enterprise knowledge management, building upon Stack Overflow for Teams to deliver trusted solutions for technologists and power the intelligence layer of enterprise AI. Learn about reducing cognitive load while empowering creativity through AI-assisted knowledge curation and interaction systems. Examine the implementation of internal communities for knowledge sharing and understand how AI-driven transformation converts documents into Q&A formats with confidence scoring mechanisms. Investigate human-in-the-loop validation processes and content scoring customization features that ensure knowledge quality. Understand the introduction of MCP (Model Context Protocol) as a bi-directional system for sharing and receiving knowledge across enterprise environments. Gain insights into how Stack Internal functions as a comprehensive knowledge intelligence toolkit designed to enhance organizational learning and decision-making processes. Speaker Peter O'Connor guides you through these technological advancements and their practical applications in modern enterprise environments.