Have you ever had the experience of facing a problem only to find that there is no clear way to solve it, and you feel at a loss where to start?
The problem of inferior structure, which is a concept that we often encounter in our daily lives. In simple terms, a well-constructed problem presents the whole information of the solution to the problem, and it has the right convergent answer, whereas a bad-constructed problem, on the contrary, it has many answers, and it is not sure which one is correct. In engineering, there are many problems that are inferior. For example, design, because we want to please customers, different customers have different preferences, so the answer to this kind of question is not convergent. That said, there are ways to deal with inferiority. For example, we can use generative AI tools. Generative AI tools are very useful for well-constructed problems, because AI has a lot of knowledge; But for inferior problems, generative AI tools can also help us deal with them. For example, in the design of mechanical structures, we can design the structure that is as optimized as possible by considering various factors such as weight reduction, material reduction, and even avoiding vibration. In addition, enterprises often face the problem of high-quality development, hoping for high efficiency, low cost, low carbon, etc., but these multiple goals are often contradictory. For example, low-carbon and high-efficiency, there is no fixed standard for what measures to be taken, which is a typical inferior problem. But AI can help us.
AI is the best tool for companies to deal with a lot of uncertainty and achieve high-quality development. Hopefully, in the future, every enterprise will be able to achieve intelligent upgrades while dealing with a lot of uncertainty.
Meet at the 2024 Xiong'an Digital City Construction Exhibition and share the Digital City Construction Exchange Conference.