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Emergency Resource Allocation AI (Fail-Safe Mode)
A decentralized, resilient AI system designed to operate independently during the failure of the primary AI infrastructure. It prioritizes critical infrastructure protection, communication network support, and emergency resource allocation based on real-time wildfire behavior using redundant sensor networks and simplified algorithms.

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.