Bonus: published safety, alignment, or security research; bug bounty, CTF, or red-teaming competition record; depth in a high-consequence risk domain such as cyber, bio, fraud, child safety, or influence operations. Hands-on adversarial experience such as jailbreaking frontier models, prompt-injection research, offensive security, penetration testing, bug bounty, CTFs, or trust and safety investigations.