Robustness — Robustness is an AI system’s ability to keep working correctly when faced with unexpected inputs, noise, or attacks. Robust systems handle real-world messiness gracefully. It is a key quality for safety-critical uses. It is tested with adversarial examples and stress tests.

Added October 21, 2026