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New research · August 4
Frontier Ready Cybersecurity
CSA's initiative preparing security for the frontier-model era — where AI finds and fixes software vulnerabilities at machine speed. Home of the AI Vulnerability Storm research and summits.
The moment cybersecurity changed
Our AI Vulnerability Storm research documented a step change: frontier models now find and chain real vulnerabilities at a volume and success rate once reserved for elite human researchers. Discovery is no longer the constraint — absorption is.
The scarcity era (ending)
Finding a serious flaw was hard and rare. Pen tests, bug bounties, quarterly scans, and the CVE apparatus all assumed a critical finding was an expensive event worth escalating on arrival.
The absorption era (now)
Point a capable model at a real codebase and it surfaces hundreds of issues, a meaningful fraction genuinely exploitable. The work moves downstream: validate, sequence, fix, and verify at machine speed.
The body of work leading the field
From the report that named the shift to the operating models that answer it — the body of work leading the field.
The AI Vulnerability Storm
The report that named the capability step change and the "storm" ahead — authored by a coalition of 60+ contributors and 250+ reviewers.
ReportDesigning the AI-First Security Organization
Team topologies, agent-manager roles, and migration patterns for the frontier era — when a team's effective output is ten times its headcount.
ReportThe VulnOps Operating Model
Absorption-rate management, validation gates, and degraded-mode doctrine for security operations at frontier-model discovery speed.
A living hub and a global movement
The Frontier Ready Cybersecurity Resource Center
A curated hub bringing together CSA research, contributions from our members and benefactors, and the best third-party work on the AI transformation of cybersecurity — one place for leaders to stay ahead.
Explore CSA Research →Bring the Storm to your community
CSA Chapters worldwide run AI Vulnerability Storm Summits — practitioner convenings under the Chatham House Rule, supported by RSAC. Everything you need is in the starter kit.
- Ten ready-to-use templates: run of show, facilitator guide, signage
- Facilitators complete the free "Understanding Mythos" course
- Anonymized proceedings feed back into the research
Led by the people defining the field
Backed by a coalition of 60+ contributors and 250+ reviewers across the initiative.
Lead the transformation, don't get caught in the storm
Read the research, run a Summit, or bring your organization into the program shaping how security operates in the AI era.