A grounded look at the growing category of named, third-party benchmarks built to measure artificial intelligence model capability at security relevant tasks such as vulnerability discovery and safety-bounded exploit development. Covers how a benchmark of this kind is typically constructed, the honest limits every such benchmark shares including contamination risk and the gap between a narrow task and real-world messiness, who tends to publish these efforts and why the source affects how much weight a result deserves, and how to use a benchmark result responsibly in a vendor conversation or a build versus buy decision.
Nothing. Every course, exam, and certificate on the catalog is free — including retakes. All you need is a free Safeguard account.
None. The flagship course, Safeguard Certified Practitioner, is a beginner-level course — basic familiarity with how software is built helps, but every exam question is answerable from the lessons themselves.
You can retake it after a 24-hour cooldown, as many times as you need. Retakes are free, and each attempt draws a fresh random set of questions.
The Safeguard Certified Practitioner credential is valid for 24 months from issue. The expiry date is printed on the certificate and shown live on its public verification page. Renewing means passing the current exam again.
