Large life insurance policies are often bought to protect family members, not to increase estate tax. Yet in New York, the death benefit is usually counted in your taxable estate if you own the policy. That can push your estate above key thresholds and trigger unexpected tax. Families expecting full payouts may instead see a reduced inheritance, delays in distribution and pressure to sell assets quickly just to pay the bill.