Artificial intelligence -- thick product and thin hair Keywords: quantum artificial intelligence, genetic programming, virtual real integration. Looking forward to the world artificial intelligence ethics, Geoffrey Hinton, the father of artificial intelligence, is challenging the "common sense" of today's a world and trying to cover the path of deep learning. At the same time, no one can determine the future direction of artificial intelligence. Artificial intelligence in 50 years may be far beyond the current imagination, just like the Internet half a century ago. The ape looking up at the starry sky is the first human being born. It also takes tens of thousands of years of blood and tears to achieve civilization. In dealing with the future of artificial intelligence, we should be broad-minded and about taking, thick accumulation and thin hair. Key words: intelligent manufacturing, green industry, digital twin, industry 5.0 China's manufacturing industry is in a critical period of the transformation of old and new kinetic energy, and there is an urgent need for intelligent upgrading and green transformation. The intelligent manufacturing system has undergone great changes, and the real-time information feedback has a two-way relationship with process and R & D, which is more conducive for the production and R & D department to define product characteristics according to consumer needs, The production and manufacturing of renewable and sustainable energy such as wind power generation, photovoltaic power generation and smart grid will become another trend in the future of industrial activities. At the same time, clean energy is another key to reduce carbon emissions in industrial activities
Key words: cancer treatment, treatment of rare diseases and medical health review in 2020, the preparation of China's 14th five year plan was launched, and medical biology outperformed the CSI 300 index. Under the macro policy logic of industrial upgrading and structural optimization, the medical and health industry will be continuously guided. With the gradual progress of the goal of healthy China in 2030, the innovation and reconstruction of the pharmaceutical industry structure and the construction of a growth ecosystem are imperative. The pharmaceutical sector has core investment value because of its rigid demand driven by domestic demand and the stability of long-term growth.
Big consumption - opportunities and challenges key words: smart retail, digital intelligence ecology, new consumers and pan entertainment consumption. Compared with the development process of Japanese consumption era, China is in the second half of the third consumption era, and China will gradually transition from the third consumption era to the fourth consumption era in the future. "It has become an inevitable trend for new retail to integrate cross-border and key consumption fields to generate new species. New consumer groups, consumption fields and consumption patterns are about to be born, and consumption entertainment will gradually become the mainstream.
Carbon neutralization - objectives and approaches key words: carbon neutralization, carbon emission reduction, carbon absorption and financial emission reduction in order to promote China's low-carbon green development and deal with global climate change. Power, industry and transportation are the three largest areas of carbon emission in China, which means that in the next 40-50 years, China will focus on the reform of energy conservation and emission reduction in the above three areas, which also gives birth to new opportunities for the development of low-carbon or zero carbon technologies.
