Random errors in genetic mutations often arise during DNA replication. These mutations can be caused by external factors such as radiation or chemical exposure, or they can occur spontaneously due to replication errors. When these random mutations affect genes that regulate cell growth and division, they can lead to cancer. The complexity of genetic material and the sheer number of cells in the human body make random mutations inevitable, contributing to the unpredictability of cancer development.