Life insurance benefits paid to beneficiaries upon the policyholder's death are generally tax-free. However, if the policy includes an investment component that accrues interest, such as with permanent life insurance, the interest portion may be taxable. Additionally, large estates may face federal estate taxes, potentially affecting the benefits received.