| Keywords: | open science, workflows, Earth observation, reusability, portability, transparency, OGC, Open Geospatial Consortium, Wildland Fire, Insurance, Canada, Artificial Intelligence, Generative AI, GenAI, LLM, RAG, AI Agent, GAN |
| Description: | This engineering report delivers a comprehensive Generative AI for Wildfire State-of-the-Art Report as part of the OGC Disaster Pilot 2024 Phase 2. This deliverable builds on Xentity’s expertise and contributions to Phase 1 (D-123) for advancing the integration of Generative AI (GenAI) technologies into wildfire risk, hazard, and insurance workflows. Phase 1 provided a U.S. data focus across all wildfire use cases and went deeper into broader GenAI governance, capabilities and technology approaches in LLM, RAG, NLP integration, GANs, and AI Agent integration.
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