通用人工智能技术应用下的数字调节机制
Digital Adjustment Mechanism in the Application of Artificial General Intelligence
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摘要: 数字经济发展的重要结果之一,是产生了逐步渗透于企业投资经营活动但本质上仍然属于市场机制的数字调节机制。经济学有必要在解读数字调节机制内涵和外延的基础上,对它的形成过程和市场效应展开以下分析:数字调节机制形成和扩张的基础是什么,通用人工智能(AGI)应用会在多大程度和范围内扩大数字调节机制,数字调节机制、AGI技术外溢与企业投资经营之间存在什么样的关联,数字调节机制通过什么途径改变市场机制内容,AGI技术外溢对企业生产经营效率会发生何种影响,会在哪些方面为构建数字经济学提供理论依据,等等。经济学可不可以将数字调节机制视为数字经济运行的“看不见的手”,并联系AGI技术外溢对数字调节机制融合于市场机制的作用过程展开研究。基于AGI机器学习或人工神经网络技术的日新月异,经济学要关注AGI技术层级变动,以说明和论证数字调节机制对企业投资经营活动的影响。经济学对AGI技术应用下数字调节机制的研究,可以为构建数字经济学大厦打开一扇理论分析窗口。Abstract: One major outcome of digital economic development is the emergence of a digital adjustment mechanism. This mechanism has gradually permeated corporate investment and business operations while remaining inherently a market mechanism. From an economic perspective, it is essential to analyze its formation process and market effects on the basis of clarifying its connotation and extension. The core research questions are as follows:What underpins the formation and expansion of the digital adjustment mechanism? To what extent and in what scope can the application of Artificial General Intelligence (AGI) expand such a mechanism? What correlations exist among the digital adjustment mechanism, AGI technology spillovers, and corporate investment and operation? By what means does the digital adjustment mechanism change the inherent content of market mechanisms? What influences will AGI technology spillovers exert on the efficiency of corporate production and operation, and in what respects can such influences provide a theoretical foundation for the development of digital economics? Can economics treat the digital adjustment mechanism as the "invisible hand" that guides the operation of the digital economy, and explore how AGI technology spillovers promote the integration of the mechanism into market mechanisms?With the rapid progress of AGI machine learning and artificial neural network technologies, economic research should focus on the evolution of AGI technological levels, so as to clarify and verify the impacts of the digital adjustment mechanism on corporate investment and business activities. Economic studies on digital adjustment mechanisms in the context of AGI technology application can offer a theoretical analytical perspective for constructing the theoretical system of digital economics.
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Key words:
- AGI /
- digital adjustment mechanism /
- digital technology /
- digital economics
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