# AI Limitations - Bias due to biased data - Why bias matters - Hiring discrimination - Facial recognition works better for light-skinned than dark-skinned individuals - Bank loan approvals - Toxic effect of reinforcing unhealthy stereotypes - Adversarial attacks - Performance limitations - Explainability is hard (but sometimes doable)