An algorithm is a set of rules or procedures used to solve problems or make decisions. As technology advances, more sophisticated algorithms are being developed, including those used in artificial intelligence systems. These systems can now learn from data, rather than relying on predefined rules, thanks to advancements in computing power. Machine learning is a popular approach to AI, where algorithms identify patterns and improve their performance over time.