Are AI Video Interview Tools Biased?

**Facial analysis concerns:**

• Facial recognition accuracy varies significantly by skin tone
• Emotion detection algorithms show racial and gender bias
• Expression interpretation varies across cultures

**Voice analysis issues:**

• Accent bias in speech recognition
• Pitch and tone analysis may encode gender stereotypes
• Background noise detection may disadvantage candidates in shared living spaces

**Language analysis:**

• NLP models favor native English speech patterns
• Cultural communication styles are evaluated against narrow norms
• Vocabulary diversity scores may reflect education privilege, not capability

**Regulatory landscape:**

• Illinois BIPA requires consent for facial analysis in interviews
• Maryland banned facial recognition in job interviews
• EU AI Act classifies emotion recognition in employment as high-risk