Resources

The Physics of Remediation are Breaking

Vulnerability volume has increased 6.5x in the last three years, while exploitation timelines have collapsed -often occurring before disclosure. The gap between threat speed and remediation continues to widen, making traditional models ineffective.

This report examines why approaches built on MTTR and prioritization are no longer sufficient, and introduces more accurate ways to measure and manage risk, including Average Window of Exposure (AWE) and Risk Mass.

Operationalize Autonomous Remediation for the Post-Mythos Vulnerability Surge

Anthropic's Claude Mythos can autonomously discover vulnerabilities that evaded human experts and develop working exploits by chaining multiple vulnerabilities within hours of disclosure. Other frontier AI models will follow soon. This is expected to create a surge in vulnerabilities and patches from software vendors, including the Mythos preview partners through project Glasswing. Organizations that rely on legacy, manual vulnerability workflows face an existential exposure gap.