The main theme of the document is the evolution of software in the era of artificial intelligence.
Key findings include a description of the transition from traditional programming (Software 1.0), where computer codes are the basis, to more modern approaches (Software 2.0 and 3.0), where neural network weights and prompts for large language models (LLM) are used. An example of sentiment classification is provided, demonstrating the differences between these approaches.