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大型语言模型 (LLM) 提供了好处,但也带来了安全,经济和社会方面的风险. 对它们对社会影响的均衡评估对于负责任的部署至关重要.

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科学领域:

  • 人工智能的人工智能
  • 技术对社会的影响 技术对社会的影响
  • 计算机科学 伦理学 计算机科学

背景情况:

  • 大型语言模型 (LLM) 在各种社会领域的快速发展和日益集成,需要对其影响进行彻底的审查.
  • 现有的文献往往侧重于技术能力,不太强调LLMs所呈现的广泛的社会挑战和机遇.

研究的目的:

  • 批判性地审查和评估与大型语言模型的大规模实施相关的多方面的问题.
  • 为了提供一个初步但全面的概述,在各种社会部门的LLMs的潜在好处和缺点.

主要方法:

  • 文献审查和对潜在社会影响的批判性分析.
  • 对安全,政治,经济,文化和教育方面的探索性评估.
  • 审查包括社会偏见,创造力,版权和言论自由在内的伦理考虑.

主要成果:

  • 确定了广泛的潜在挑战,包括安全漏洞,经济混乱和社会偏见的恶化.
  • 根据负责任的开发和部署,在各种应用程序中发现了显著的潜在好处.
  • 突出了LLM与创造力,版权和言论自由的既定规范之间的复杂相互作用.

结论:

  • 法律法学在社会进步和颠覆方面具有双重潜力;平衡的观点是必不可少的.
  • 需要进一步的研究,以充分了解和减轻风险,同时最大限度地提高LLM部署的好处.
  • 这项工作是对由大型语言模型塑造的复杂社会景观进行目录和分析的第一步.