Kidney failure, also known as renal failure, occurs when the kidneys lose their ability to filter waste from the blood effectively, leading to a buildup of toxins in the body. It can be acute or chronic, with symptoms ranging from reduced urine output to swelling and fatigue, requiring treatments like dialysis or transplantation.