重庆理工大学学报（自然科学版）2025，Vol.39Issue(3)：80-85,6.DOI:10.3969/j.issn.1674-8425(z).2025.02.010
基于大模型与因素的人工智能能力涌现
Emergence of artificial intelligence capabilities based on large model and factors
摘要
Abstract
Although the development of the large model has not been long,it has brought new opportunities and challenges to various industries worldwide.In order to explore the reasons why new capabilities can emerge during the development of large model.The paper attempts to explain the changes in the number of parameters during the development of AI large model.Firstly,the relationship between large model and parameters is discussed;Secondly,the role of factors in artificial intelligence is discussed;The assertion that the emergence of AI capabilities stems from factors is proposed and proved;Discussed the insights brought by large model of artificial intelligence.Research suggests that the emergence of AI large model capabilities is directly related to the rapid increase of parameters,the essence of parameters are some factors;Among data,factors,algorithms,and computational power,factors are the most important;In particular,the self-awareness of the AI large model inevitably requires a large number of parameters and suitable system function representation methods.The emergence of artificial intelligence capabilities is the core of artificial intelligence and integrates human safety awareness.The paper argues that the emergence of artificial intelligence capabilities stems from an increase in factors.关键词
人工智能/大模型/参数与因素/能力涌现/因素空间/人工智能核心Key words
artificial intelligence(AI)/large model/parameters and factors/emergence of capabilities/factor space/AI core分类
信息技术与安全科学引用本文复制引用
崔铁军,李莎莎..基于大模型与因素的人工智能能力涌现[J].重庆理工大学学报（自然科学版）,2025,39(3):80-85,6.基金项目
国家自然科学基金项目(52004120) （52004120）
