Can a student “cheat” or prepare in advance for a psychometric assessment?

No. Psychometric tests are designed to capture authentic behavior and natural reasoning skills. Standardized assessments include internal consistency checks and “social desirability” scales to detect when a student is answering dishonestly or choosing options just to look good. The best preparation is to answer honestly and naturally.