Random primers are short sequences of nucleotides used in molecular biology to initiate DNA synthesis in a non-specific manner, allowing for the amplification of unknown sequences. They are essential in techniques such as reverse transcription and whole genome amplification, where they provide a starting point for DNA polymerase to begin copying.