IBM Watson is an artificial intelligence software that utilizes various algorithms and techniques to process unstructured data through natural language understanding. Watson can be applied across different domains like healthcare, education, commerce, and more. A newer software called FAIR was developed by Facebook and uses techniques like facial recognition that can identify human faces with 98% accuracy in under 5 seconds. Both Watson and FAIR represent innovations in AI, but Watson is more mature while FAIR is emerging.