Bias Amplification Audit Service
A premium service offered to schools and families promising to detect and 'optimize' for biases that lead to higher-paying, but traditional, career paths. It leverages AI to analyze student data and recommend interventions, further entrenching existing biases under the guise of personalized progress. (Operates under the assumption biases == success)
Future Scenarios that inspired this product idea
Educational platforms use AI to personalize learning, but algorithms inadvertently reinforce societal biases, steering students towards traditional career paths based on gender or socioeconomic status.
Extrapolated from Beyond The Illusion - The Real Threat Of AI: WEF Global Risks Report 2025 - Forbes