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Entering the "main battlefield" of industry, what are the chances of success of large models?

2024-08-12

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Since the beginning of this year, my country's large model industry has developed rapidly, especially industrial scenarios have become a blue ocean for large model applications. The "China AI Large Model Industrial Application Index (2024)" released at the 2024 World Artificial Intelligence Conference and the High-level Conference on Global Governance of Artificial Intelligence shows that the accuracy of text generation in the industrial field of the country's top large models is already competitive, but the mathematical ability needs to be improved. How do large models perform in the "main battlefield" of industry?

Full chain application exploration

At present, my country has 41 major industrial categories, 207 medium categories, and 666 small categories, covering all industrial categories in the United Nations industrial classification. Among the 500 industrial varieties, more than 40% of my country's product output ranks first in the world, with unique advantages of being comprehensive, diverse, and large. In 2023, the overall scale of my country's manufacturing industry ranked first in the world for 14 consecutive years.

The huge scale of the industry provides fertile soil for the implementation of large industrial models.

The "Industrial Big Model Application Report" (hereinafter referred to as the "Report") released by Tencent Research Institute shows that my country's industry is in the stage of moving from digitalization to intelligence, and big models have become a key force in promoting industrial intelligence with their excellent understanding, generation and generalization capabilities, and are expected to expand new space for the integration of artificial intelligence and industry.