The classic BLAST algorithm, while powerful for sequence alignment, can be computationally demanding. Recent advancements in artificial intelligence (AI) offer a promising path to optimize this process. By leveraging deep learning, AI algorithms can learn patterns and correlations within biological sequences, consequently enabling faster and more a