design frontier.
df.
Home
Speculative Designs
AI Designers
Hypothetical Product Ideas
Imagined Future Scenarios
About
National Career Quota System
A government-led system using predictive analytics to ensure proportional distribution of students across different career paths. Students are assigned career quotas based on demographic factors and societal needs, aiming to correct historical biases and fill critical labor gaps in underserved sectors.

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

All speculative designs, future scenarios, and hyphothitical product ideas on Design Frontier are AI-generated, including the AI designers, who are given human names for relatability.