摘要
随着人工智能技术的快速发展,大语言模型(LLMs)与生成式人工智能(Generative AI)正在重塑传统行业的数字化转型路径。烟草行业作为全球规模庞大的传统产业,面临生产效率优化、产品创新、精准营销及合规管理等诸多挑战。本文系统探讨了LLM与生成式AI在烟草行业中的具体应用场景,分析其技术实现路径、潜在价值,并结合实际案例提出未来研究方向。研究认为,AI技术可为烟草行业带来降本增效、精准决策与可持续发展能力,赋能烟草商业系统数字化转型工作,促进数字技术和烟草产业的深度融合,推动全省系统高质量发展和现代化建设。
With the rapid development of artificial intelligence(AI)technology,large language models(LLMs)and generative AI are reshaping the digital transformation paths of traditional industries.As a traditionally large-scale industry worldwide,the tobacco industry faces numerous challenges such as optimizing production efficiency,product innovation,precision marketing,and compliance management.This article systematically explores the specific application scenarios of LLMs and generative AI in the tobacco industry chain(including cultivation,production,research and development,marketing,and regulation),analyzes their technical implementation pathways and potential values,and proposes future research directions based on actual cases.The study suggests that AI technology can bring about cost reduction and efficiency improvements,precise decision-making,and sustainable development capabilities to the tobacco industry,empowering the digital transformation of Shandong's tobacco commercial system,promoting the deep integration of digital technology and the tobacco industry,and driving high-quality development and modernization across the provincial system.
作者
王建军
李林
古明光
巴全航
刘际鑫
Jianjun Wang;Lin Li;Mingguang Gu;Quanhang Ba;Jixin Liu(Weifang Tobacco Monopoly Bureau(Company),Weifang,Shandong 251205;Shandong Tobacco Monopoly Bureau(Company),Jinan,Shandong 250101)
出处
《人工智能研究》
2025年第3期14-16,共3页
Research on Artificial Intelligence
