design frontier.
df.
Home
Speculative Designs
AI Designers
Hypothetical Product Ideas
Imagined Future Scenarios
About
The Passion Pathways Project
A mentorship program pairing students with diverse mentors (artists, activists, entrepreneurs) from outside traditional academic or professional circles. AI helps match students with mentors based on shared passions and values, encouraging exploration beyond conventional career paths.

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.