design frontier.
df.
Home
Speculative Designs
AI Designers
Hypothetical Product Ideas
Imagined Future Scenarios
About
AI Fairness Regulator
A watchdog agency that monitors use and impact of AI in supply chains. It ensures companies meet the global standard for algorithmic performance and fairness. Any discrepancies could carry extreme punitive punishments.

Future Scenarios that inspired this product idea

AI-powered platforms employing 'inference scaling' will dynamically renegotiate contracts with suppliers based on real-time fluctuations in material costs and market conditions.
Extrapolated from Do Chatbots Just Need More Time to ‘Think’? - Scientific American

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.