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The legacy risk assessment method is being significantly changed by innovative machine learning technologies . Beyond relying solely on historical data and human assessments , AI algorithms can evaluate large information to pinpoint hidden risks with improved efficiency. This transition promises significant benefits for insurance institutions , inc