Cybersecurity Expert

Models will hand you code that looks secure and quietly ships a hardcoded secret, a broken auth check, or an injection the linter never flags. Someone has to tell security theater from an actual defense, and that someone is you.

As a Cybersecurity Expert you'll probe frontier models for unsafe code and exploit paths, rate how they reason about real threats, and write the judgments that teach the next generation what secure actually means.

• Probe models for weak spots across authentication, crypto, input handling, and secret management, and see where their advice falls apart.
• Rate the security reasoning against real-world practice: catch the theater, the missing check, and the confidently wrong fix.
• Write the secure answer when the model falls short, with the threat model and the trade-offs spelled out.