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Eco-Cultural Fire Management Guilds
A self-organized network of local communities combining Indigenous fire practices with scientific data interpreted by AI tools to develop localized, adaptable fire management plans. These guilds emphasize traditional burning techniques alongside promoting ecological diversity and cultural renewal.

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.