Software 2.0, a new form of code, is machine-generated based on observed data, utilizing AI and machine learning. It promises enhanced productivity, adaptability, and flexibility but presents challenges in understanding, biases, and availability of skilled staff. Software engineers' roles will change, and user experience will be enhanced through conversational computing. Human involvement remains crucial.