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Citizen Behavior Score (CBS)
A system that quantifies citizen behavior in relation to resource consumption, traffic violations, and adherence to city guidelines. A lower score results in restrictions on resource access, mobility, and social freedoms. Gamification elements encourage users to strive for a perfect score.

Future Scenarios that inspired this product idea

Each city connects every object which helps to use city resources more effectively and respond better under catastrophic events.
Extrapolated from DeepSeek’s R1 and OpenAI’s Deep Research just redefined AI — RAG, distillation, and custom models will never be the same - VentureBeat

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.