From Finding Bugs to Fixing Them: How Far Has AI Vulnerability Remediation Come?

By August 2026, frontier labs (Google DeepMind, OpenAI, Anthropic) and AppSec startups have all shipped some version of autonomous vulnerability remediation, and every one of them stops at the same ga