BLAST is a program that compares nucleotide or protein sequences to sequence databases and calculates the statistical significance of matches. It performs sequence similarity searches using either FASTA or BLAST algorithms. The BLAST process involves filtering sequences, preparing a list of words, evaluating matches using BLOSUM62, organizing high-scoring words into a search tree, scanning databases for matches, extending alignments, identifying statistically significant matches, and calculating expect values for alignments.