AI is separating the companies built to scale from the ones built to sell

This article analyzes how AI has shifted from an emerging layer to the foundation of cybersecurity, driving larger concentrated venture rounds, smaller technical AI-native teams, new attack surfaces as threat actors scale with AI, and a move toward autonomous machine-driven defense, while accelerating M&A and compressing timelines for founders and investors in 2026.