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Fire-Safe Community Certification
A certification program that designates geographical areas as 'fire-safe' based on AI assessment metrics and community compliance with fire-prevention measures. This leads to higher property values while creating gated communities, enhancing social inequality and potentially shifting fire risk to uncertified periphery areas.

Future Scenarios that inspired this product idea

Individuals receive AI-driven recommendations for vegetation management and home hardening based in real-time assessments of fire risk using satellite data and on-ground sensors.
Extrapolated from What Los Angeles can do to make its homes safer from wildfires as it rebuilds - Business Insider

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.