Industry · The Decoder ·
Insurers turn to generative AI for catastrophe modeling, but hallucinations and sales logic could get in the way
Insurers are exploring generative AI, including diffusion models, to create large numbers of plausible weather events for catastrophe modeling where historical data is limited. Researchers say the approach could improve risk estimates, but hallucinations and commercial incentives may affect reliability.