随着人工智能技术的飞速发展，特别是大模型技术的突破，我们正步入一个全新的“通用大模型时代”。在这一背景下，人机关系正面临着前所未有的挑战和机遇。美国国家工程院外籍院士沈向洋在近期的一次演讲中表示，大模型技术将深刻影响各个垂直行业，其性能的提升将依赖于万卡级别的计算能力和上万亿的参数规模。
沈向洋进一步提出，未来最令人兴奋的发展方向是构建个性化的个人大模型。这将是一个全新的领域，它将个性化的参数与云计算和端设备相结合，有望开创一个极具价值的新局面。这一观点为我们揭示了人工智能技术发展的新趋势，即从通用模型向个性化模型的转变，这将极大地丰富人机交互的方式，提高智能化服务的质量。
在个性化的个人大模型领域，云计算将扮演关键角色。通过云端的强大计算能力，可以支持个性化模型的训练和运行，同时，端设备则能够提供实时反馈和交互，实现更加精准和定制化的服务。这种结合不仅能够提升用户体验，还能够推动人工智能技术的创新和应用。
沈向洋的见解为我们描绘了一个充满可能性的未来图景，同时也提出了对技术发展和伦理规范的新要求。如何在享受技术红利的同时，确保人机关系的和谐共存，将成为我们共同面临的课题。
英文翻译内容：
Title: Xiaoyang Shen: A New Era of General Large Models, Redefining Human-Machine Relationships
Keywords: Large Models, Personalization, Cloud Computing
News content:
As artificial intelligence (AI) technology advances rapidly, particularly with the breakthroughs in large model technology, we are entering a new “era of general large models.” In this context, the relationship between humans and machines is facing new challenges and opportunities. Xiaoyang Shen, a foreign academician of the U.S. National Academy of Engineering, recently stated in a speech that large model technology will significantly impact various vertical industries, with its performance improvements relying on computing capabilities at the petascale level and parameter scales of trillions.
Shen further proposes that the most exciting development direction for the future is the construction of personalized large models for individuals. This is a new field that combines personalized parameters with cloud computing and edge devices, potentially opening up a new and valuable era. His perspective reveals a new trend in the development of AI technology, namely the shift from general models to personalized models, which will greatly enrich the ways of human-machine interaction and improve the quality of intelligent services.
In the field of personalized large models for individuals, cloud computing plays a crucial role. It supports the training and operation of personalized models through the powerful computing capabilities of the cloud, while edge devices provide real-time feedback and interaction, enabling more precise and customized services. This combination not only enhances the user experience but also drives innovation and application in AI technology.
Shen’s insights paint a future full of possibilities while also raising new requirements for technological development and ethical norms. How to ensure the harmonious coexistence of human-machine relationships while enjoying the benefits of technology will become a common challenge we face.
【来源】https://www.cls.cn/detail/1628008
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