Data Science Horizons：2024年掌握生成式AI与提示工程：数据科学家的实用指南（英文版）

The history of artificial intelligence can be traced back to the mid-20th century when the first AI concepts emerged. Over the years, AI has evolved through several stages, each marked by significant advancements in technology and methodology. One of the most notable transitions in AI has been the shift from rule-based systems to generative models. In the early days of AI, rule-based systems were the predominant approach. These systems relied on a set of predefined rules and decision trees to