Insurance fraud occurs when individuals or businesses intentionally deceive or misrepresent information to insurers for financial gain. It is a crime that can have significant repercussions for both consumers and the insurance industry. In the United States alone, insurance fraud is estimated to cost over $308 billion annually, resulting in higher premiums for honest policyholders. There are two main categories of insurance fraud: hard fraud and soft fraud. Hard fraud involves intentionally causing damage or destruction to property in order to collect on an insurance policy. Soft fraud, on the other hand, involves exaggerating or omitting information on a legitimate
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