Since the 1950s, with the development of computers and information technology, especially the breakthroughs in deep learning technology, Generative AI has gradually evolved from a single language generation to a multimodal and embodied direction. And has shown a strong vitality through pretrain and prompt, with data-driven and powerful generative capability, deep learning and highly customised, intelligent simulation and real-time efficiency. It has the characteristics of data-driven and powerful generative ability, deep learning and highly customisable, intelligent simulation and real-time efficiency. A clear overview of the development of Generative AI will help promote agile governance and the development of technology for good while empowering various industries.

Relying on the unique local ecological environment and rich tourism resources, Guizhou Province(located in the Southwest of China) adheres to the concept of sustainable development, and the development of the tourism industry has gainning remarkable results, bringing considerable economic benefits. Driven by economic development and environmental protection, ecotourism and tourism development in Guizhou Province are interpenetrated. The purpose of this paper is to discover the problems existing in the development of ecotourism and tourism economy in Guizhou Province, to find a long-term path to further integration of the two, to comprehensively enhance the competitive strengh of ecotourism, and to achieve the coordinated development of economy, society and environment.

This paper examines the use of Life Cycle Assessment (LCA) in evaluating the environmental impacts of plastic production and consumption, particularly in reducing carbon and plastic waste. As global plastic use increases, especially in China, LCA provides a critical tool for assessing the full environmental footprint, from production to disposal. The study highlights LCA's value in identifying areas for improvement but also notes its limitations, emphasizing the need for more accurate tools to support sustainable development efforts.

As the second largest economy in the world, international commerce is important in the national economy, and the translation of business contracts is the cornerstone of trade cooperation. Business contract is a legally binding agreement, which is used to stipulate the rights and obligations of the parties, and is the basis for preventing and resolving disputes. Business English contracts have distinctive stylistic and linguistic characteristics, and when translating, relevant translation skills can be flexibly used according to the context, such as omission, negation, division, conversion, etc., so as to improve the quality of translation and avoid the loss of the interests of both sides of the trade due to translation errors.

As the core vocabulary of specialized fields, accurate translation of petroleum science and technology terms is crucial for promoting the communication of petroleum knowledge. Based on the perspective of terminology, the paper analyzes the characteristics of the term, and puts forward the corresponding translation methods. It is hoped that the research in the paper can provide positive reference for the translation of petroleum science and technology term.

In the educational evaluation system, “teaching evaluation” and “learning evaluation” are two complementary key links, and their effective integration is of great significance for improving teaching quality and promoting the comprehensive development of students. This paper aims to explore the strategies for constructing the integration mechanism of “teaching evaluation” and “learning evaluation”. Through data analysis and practical induction, it studies and judges the misunderstandings existing in the current “teaching evaluation” and “learning evaluation”. At the same time, it clarifies the difficulties faced by the integration of “teaching evaluation” and “learning evaluation”, including insufficient attention, serious formalism, separation of “teaching evaluation” and “learning evaluation”, lack of long-term effectiveness, and single form of evaluation. Finally, this paper proposes specific paths to achieve the integration of “teaching evaluation” and “learning evaluation”, including strengthening training and education, deepening the understanding of the connotation of evaluation; coordinating multiple subjects to build a scientific evaluation system; breaking down communication barriers and building bridges for interactive evaluation.

Ganzi Tibetan Autonomous Prefecture (hereinafter referred to as “Ganzi Prefecture”) is located in western Sichuan Province, China. It is a multi-ethnic region with unique geographical environment, profound cultural traditions, and effective cultural protection and inheritance mechanisms, resulting in a rich and diverse array of intangible cultural heritage (ICH) resources. In recent years, with the implementation of China’s rural revitalization strategy, Ganzi Prefecture has actively explored the pathways and experiences of ICH participation in rural cultural revitalization. This paper introduces the overview of ICH resources in Ganzi Prefecture, analyzes the successful experiences of its participation in rural cultural revitalization in the context of rural revitalization policies and pathways. The aim is to provide a reference for similar work in other regions.

This paper studies the love tragedies in The Apple Tree and Hawthorn Tree Forever which take place, develop, and come to an end under the “tree”. Through the clue of the two stories – “tree”, we can have a glimpse of the development of the love. The apple flower and hawthorn in spring are related to hope and love. The two lovers show love, express love, as well as end love under the tree. With the flowers faded, their love also comes to an end. Through the comparative study of the “tree” in the two stories, the tragic results are foreshadowed. The characteristic of the protagonists is certainly one of the reasons for the tragedies. However, the characteristics are shaped by the society to some extent. From the social background, we can get some clues.