The traditional BLAST (Basic Local Alignment Search Tool) algorithm, while robust, can be computationally intensive for large datasets. To overcome this bottleneck, researchers are leveraging the power of Artificial Intelligence AI to accelerate BLAST analysis. These innovative AI-powered approaches utilize techniques like genetic algorithms to opt