Taixia shared today the "Research Report on Application Trends in the Field of Generative AI in Human Settlements", source: Tencent Cloud.
Report Summary:
In the wave of AI technology, generative AI (AIGC) is bringing revolutionary changes to the field of human settlements with its unique capabilities. The Research Report on the Application Trend of Generative AI in the Field of Human Settlements deeply discusses the application status, challenges and future trends of AIGC in the field of human settlements.
The report comprehensively analyzes the application potential of generative AI in different scenarios such as planning and design, construction and operation and maintenance, from the necessity of industry large models, infrastructure construction, data layer and algorithm layer construction, to platform layer construction.
At the same time, the report also points out the technical, cost, and ethical challenges faced by large models in practical applications, and puts forward suggestions for future talent training directions. Through in-depth interviews with industry experts, the report proposes a series of targeted solutions and strategies, which provide a valuable reference for promoting the transformation and upgrading of the human settlements sector.
Table of Contents:
- introduction
- The first question: Is it necessary to make a large industry model in the field of human settlements?
- Q2: What is the basis of the industry model in the field of human settlements?
- Q3: How to establish the data layer of the large model of human settlements?
- Q4 How to establish the algorithm layer of the large model in the field of human settlements?
- Question 5: How to build a platform layer for a large model in the field of human settlements?
- Question 6: What are the possible scenarios of the industry model on the planning and design side?
- Q7 What are the possible scenarios of the industry model at the construction and operation and maintenance end?
- Q8: What impact will the industry model have on the planning and design side?
- Q9: What impact will the industry model have on the construction and operation and maintenance side?
- Q10: What changes will there be in the field of human settlements?
- Appendix: Representative products of generative AI in the field of human settlements
Key headings and content:
IntroductionThe report begins with an introduction to the background of generative AI and the importance and urgency of its application in the field of human settlements.
Experts believe that the industry model in the field of human settlements is of great value for improving design quality and efficiency and reducing costs.
The basis of the industry model discusses the importance of the base of the model, the knowledge engineering of the construction industry and the knowledge graph.
The establishment of the data layer emphasizes the diversity of data sources and the detailed labeling of data attributes, as well as the necessity of solving the problems of data authenticity, validity and timeliness.
The establishment of the algorithm layer explores the different approaches to the design of landmark buildings and background buildings, as well as the role of professionals in algorithm training.
The construction of the platform layer analyzes the role of the platform layer in connecting software and hardware, integrating technologies and services.
The application scenarios on the planning and design side predict the potential applications of large models in the planning and design side, such as solution generation and performance evaluation.
The application scenarios of construction and operation and maintenance discuss the application of large models in construction and operation and maintenance, such as intelligent security and energy consumption monitoring.
The impact on the planning and design side analyzes the impact of the large model on the planning and design side, including the change of the form of design tools and the expansion of the design field.
The impact on the construction operation and maintenance side discusses the potential impact of large models on the construction operation and maintenance side, such as improving equipment operation efficiency and improving user experience.
The impact of AI technology on the development of architectural talents and the need for adjustments to the education system are discussed.
The appendix lists representative products of generative AI in the field of human settlements, such as UrbanYX and Xiaoku AI Cloud.
Trend outlook:
The application of generative AI in the field of human settlements is promising, but it also faces multiple challenges of technology, cost and ethics.
In the future, with the maturity of technology and the reduction of costs, large models will play a more important role in all aspects of the field of human settlements. The design process will be more intelligent, improving design efficiency and quality, and construction and operation will be more automated, reducing energy consumption and management risks.
At the same time, the development of AI technology will also promote the reform of the education system and cultivate more interdisciplinary talents who can adapt to new technological changes. However, the introduction of AI technology has also brought about a rethinking of the role and social responsibility of designers, and how to improve efficiency while maintaining the humanization and artistry of design will be a common problem that the industry needs to face in the future.
The content of this report is excerpted below, and the full version can be replied to by private message with the keyword "666":
