Artificial Intelligence Models Assist to improve the scientific research paradigm
August 30, 2023 14:22 Source: "China Social Sciences" August 30, 2023 Issue 2724 Author: Liu Yuwei

 Comprehensive foreign media reports  According to the official website of the University of Chicago, recently reported,Professor of the Department of Sociology at the School、James Evans, director of the Knowledge Lab and James Evans, and post -doctoral researcher Jamshid Sourati, "Promoting Scientific Development with Human Perceived Artificial Intelligence" published in "Nature · Human Behavior "Journal。Evans and others said,Artificial intelligence model is necessary to master the professional knowledge framework system of scientific researchers and cooperation methods for cooperation。This is because of,An artificial intelligence model with Bet365 lotto review human perception ability not only has a higher accuracy in forecasting scientific discovery,can also break the limitations of forecast,Promoting scientific acceleration progress。

From material discovery to drug development,Researchers from the field of applied science and engineering often distress because they cannot experiment with all candidate designs。So,Some researchers have built an artificial intelligence model that can propose high -efficiency experimental solutions based on the published scientific research results and public data,to accelerate the production of scientific research results。Evans and others want further verification,If artificial intelligence can grasp the competition between scientists、Communication and collaboration,So the scientific discovery predicted by artificial intelligence models can surpass human cognitive blind zones,Arrives that have not bet365 best casino games been explored have been explored,to better enhance the scientific exploration ability of all mankind?

Evans and others define scientific discovery as the first report of the relationship between existing materials and clearly defined attributes。For example,In "Vancin can be used in the treatment of pneumonia",Vancin is material,Effective treatment of pneumonia is a attribute。Next,Researchers have established a random travel model,Use it to simulate the inference process of scientists。This model starts with a attribute such as a new crown vaccine.,Jump to another paper with the same nature,Then jump to another paper from the same author or the literature quoted by the paper。After millions of random moves,This model predicts the accuracy of newly discovered the scientific science of materials increased by about 100%。Based on this,Model predicts thousands of drugs that can treat bet365 live casino games more than 100 human diseases,broaden the scope of predictable material matrix and its functional characteristics。This model also masters the material、Contact between scientists with related scientific research experience,and predict the actual discovery of each scientific discovery with more than 40%accuracy。

In the second experimental demonstration,Evans and others let the model predict the "foreign scientific hypothesis",Also known as "complementary reasoning"。These hypotheses have scientific credibility and development potential,But unless re -constructing the scientific system,They will not be discovered by scientists for a long time in the future。Evans Notice,From science、Technology、Scholars in the fields of culture and other fields are working hard to maintain close contact with their peers,Therefore, to maximize the influence of personal results。But,This has also Bet365 lotto review led scientists to pay too much attention to tap new scientific discoveries from the existing theories and methods。So,Evans and others require models to bypass various associations and structures in human scientific activities,Directly explore the new field。On average,Evans and others believe that the quality of the "foreign scientific assumptions" given by the model is better than that of scientists,One of the important reasons is,This model overcomes the prejudice of scientists。This experiment also reveals some problems existing in the current scientific system,For example, to train graduate students to a certain extent to fill the vacancy of the labor market,instead of being used to promote the development of science。

From Evans's view,The academic community needs to improve the existing scientific research paradigm and collaboration mode with the assistance of artificial intelligence Bet365 app download technology,instead of allowing artificial intelligence to copy the ability that humans already have mastered,Not to predict the scientific discovery that will be released recently。Only this,Artificial intelligence technology can enhance the collective wisdom of human beings,Bring new breakthroughs for the scientific exploration mode。  

  (Liu Yuwei/Compilation)

Editor in charge: Zhang Jing
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