What is Robustness?

Stress-testing an AI system with adversarial prompts to reveal failures and risks.

A standardized test or dataset used to measure and compare model performance.

A shift in real-world input data over time that can degrade model performance.

A generative architecture that learns to reverse noise to synthesize images, audio, or other content.

Combining predictions from multiple models to improve robustness or accuracy.

A generative setup where a generator and discriminator train against each other.