aiqbench analysis

The announcement is light on specifics. It doesn't say what vulnerabilities were found, how remediation will be validated, or what Cathedral Systems does, and the $1 billion subsidy is a stated commitment rather than an independently verified outlay. For AI readers, the notable signal is OpenAI's push to make its models available to security defenders at scale, but the practical impact depends on details not yet public.