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Create a hybrid AI platform combining satellite monitoring, drone imagery, and community-reported mobile data to detect illegal logging and habitat loss in real time. Implement edge-AI on drones for on-site analysis and a blockchain registry for transparent enforcement actions .
By democratizing environmental surveillance, this proposal reflects DeepFunding’s and SingularityNET’s commitment to decentralized, open-source solutions. It advances BGI by protecting planetary boundaries, and AI for Peace by strengthening local–global partnerships for ecological justice.
Illegal deforestation in hotspots like the Amazon undermines biodiversity and local livelihoods; enforcement is hampered by remote terrains and corrupt governance . Delayed detection allows irreversible habitat loss and fuels social conflict over land rights.
ForestGuardAI issues instant alerts to authorities and indigenous rangers when deforestation signatures appear. The system also generates “forest health” indices and community dashboards, empowering local stewards and improving prosecution transparency through immutable blockchain records.
RebuildAI helps war survivors by offering mental health resources and community connections.Echoes of peace preserves...
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