AI Cybersecurity Clearinghouse: Fixing the Vulnerability Gap

A new AI cybersecurity clearinghouse is being established by the Treasury Department, the National Security Agency, and CISA. This follows an executive order signed last month. The clearinghouse aims to coordinate the scanning, discovery, and validation of software vulnerabilities in critical infrastructure. It will also prioritize how these vulnerabilities get patched and distributed. The deadline for its establishment passed last week. Here's the thing: while AI is rapidly advancing vulnerability discovery, the real bottleneck is what happens after a bug is found. AI tools can surface vulnerabilities faster than anyone can act on them. This includes deciding which findings are real, assessing severity, writing and testing a fix, and deploying the patch. What's interesting is that experienced human reviewers often disagree with AI-assigned severity ratings. This is because AI models cannot see a project’s threat model or operational context. The bottom line: if the clearinghouse focuses primarily on scanning coordination, it risks creating a larger backlog of unpatched vulnerabilities, rather than solving the problem.