The innovative concept of "new productivity" proposed by General Secretary Xi Jinping，It is very significant，The meaning is very rich and profound，Need to study and explore in depth。So，What is a new productive -quality universal technology? What are the main channels for some general technology to accelerate bet365 live casino games the development of new productive productivity?，Close related technologies with generalization and universality in various fields and industries。Analysis of various technologies can be found，Artificial intelligence and big data are in line with "disruptability、Universal、Popularity of Generality "This standard。

Big data has become the core resource of the future of human beings，Public intelligence based on big data will also be an important engine for future socio -economic development。Current，The ability to obtain data from humans has experienced explosive growth。For example，The main method of analyzing protein，The Western blot that has only analyzed several proteins at the same time，Development into a protein group that can analyze many proteins at the same time。As a human phenotype group of the next biomedical peak of biomedicine as a human genome，It is multi -dimensional to the human body、Multimensional biological bet365 best casino games parameters to carry out large -scale acquisition and system analysis emerging disciplines。and artificial intelligence is a subversive method，It can effectively promote the development and change in many fields。The development and application of artificial intelligence technology，enable people to find the laws of things efficiently from massive data。other，Artificial intelligence and big data have also made disruptive changes in scientific research and technology research and development models: from the traditional "hypothesis -driven paradigm" to "big data -driven paradigm" change。The historic change of this paradigm will also bring historic changes in productivity。

There is extremely close between artificial intelligence and big data、Unlimited contact。Big data is the core foundation of artificial intelligence。If artificial intelligence products are metaphorized to bread，Big data is flour，and the artificial intelligence algorithm is the machine that manufactures bread。No flour，It is impossible to have bread。So，Big data should meet the following requirements: artificial intelligence available、Standardized; Get、Storage、Transmission and sharing is safe、Ethical。The key value of the big database is: artificial intelligence technology finds the foundation of various rules of new things; it has infinite possibilities、Mine waiting for reclaiming; after big data is used，It can continue to be used with the new data integration。

As an important universal technology for accelerating bet365 live casino games the development of new quality，Artificial intelligence and big data mainly accelerate the development of new quality through two channels。One way is to achieve it by creating an emerging industry，and the other way is to achieve it through its update of traditional industries。Below is the biomedical industry、The medical industry and the big health industry are examples，Explanation of this judgment。

There is a long development history in the biomedical industry，can be regarded as a traditional industry。Artificial intelligence and big data can change and enhance the biomedical industry in a disruptive manner，Therefore, to accelerate bet365 live casino games the development of new productive forces。A series of evidence has been indicated，Artificial Intelligence and Big Data can subvert the ability of human beings on several key steps of drug development。For example，Alphafold 2 The accuracy of the predictive protein structure has obtained a significant improvement，This has greatly improved the speed of design drugs、costs are significantly reduced; Stanford University in the United States uses artificial intelligence design clinical trials，It can significantly improve the efficiency of clinical trials。

Due to the widespread application of artificial intelligence and big data technology，The research and development process of biopharmaceuticals is undergoing subversive changes。The main processes of developing new drugs in the traditional biomedical industry include: the correctness of the test pseuda with cell models and animal models，As a result, the target of treating a disease initially; analyze the structure bet365 Play online games of the target protein，Then design the drug according to this structure; carry out clinical and clinical research for new drugs，To make judgments on the efficacy of the drug。Compared with the traditional research and development process，A disruptive change has occurred by the drug research and development process driven by artificial intelligence and big data technology: searching for new treatment targets in massive data through artificial intelligence; using artificial intelligence software to establish a three -dimensional structure of the new target protein; Artificial Intelligence Design Clinical Research Plan，Carry out clinical and clinical research for new drugs designed according to the 3D structure，To make judgments on the efficacy of the drug。The change of artificial intelligence and big data -driven biomedical research and development process，The speed of human invention new drugs is accelerating significantly、The cost is significantly reduced。These changes are upgrading the biomedical industry，Speed ​​bet365 live casino games the development of new productive forces。

The medical industry has a long history，belongs to traditional industries。In recent years，Artificial intelligence and big data technology are changing the diagnosis and treatment process in many ways。MRI、CT、PET medical imaging technology is the basis and key to precise diagnosis，However, it is time -consuming that accurate diagnosis is used to analyze medical images、Expensive process，And the lack of related talents。Artificial intelligence and big data technology disruptive change this Bet365 lotto review process。For example，Stanford University discovered in 2017，The accuracy of the use of artificial intelligence diagnosis of skin cancer has reached 91%，and fast speed、Low cost，You can also overcome the problems of the shortage of relevant talents。other，Artificial intelligence and big data are becoming the core technology for precision treatment。To achieve precise treatment，Doctors need to be before treatment、Multi -dimensional methods such as multi -group and other methods after treatment neutralization and treatment、Multipatement of body parameters to detect，to establish a personalized treatment plan。and these massive data for patients，Analysis through artificial intelligence technology，You can establish personalization、Accurate treatment plan。So，The medical industry is also experiencing major changes in the upgrading of traditional industries。These changes are expected to solve "expensive medical treatment、Difficult to see a doctor，Speed ​​bet365 live casino games the development of new productive forces。

For the big health industry as an emerging industry，Artificial intelligence and big data also played a core role in accelerating bet365 live casino games the development of new productive forces。Only artificial intelligence and big data have developed to the current stage，Great Health Industry can only achieve real development。The reason is，It can solve the fundamental problem of serious lack of professional talents in the big health industry。The goal of the big health industry is to serve the health of the general public。If according to the traditional method (professionals need to provide health bet365 best casino games services on the spot)，Due to the lack of professional talents，The goal of the big health industry cannot be achieved。and through "Remote Health Evaluation Terminal"、Big Data and "Intelligent Remote Health Evaluation System" composed of artificial intelligence，Only those who need to be trained on the spot can be competent for such a health assessment work。

To sum up，Artificial intelligence and big data can accelerate bet365 live casino games the development of new quality product through two main channels: First, support emerging industries such as the big health industry，Second, the upgrade of traditional industries such as the biomedical industry and the medical industry。At the same time，can also be considered，Productivity of emerging industries with artificial intelligence and big data as its core and basic，and the productive forces generated by the major upgrades of traditional industries based on the core and foundation，All part of new productive forces。

(The author is deputy dean of the MED-X Research Institute of Shanghai Jiaotong University、Researcher at the School of Biomedical Engineering)