As the insurance landscape shifts, insurers are increasingly seeking innovative ways to personalize coverage and mitigate risk. One promising avenue lies in quantifying individual risk aversions, enabling the creation of highly tailored insurance plans that better suit each customer's unique needs and desires. This involves utilizing advanced ana