[我们是否可以设想一种可持续的人工智能?]
1Unità di Ricerca in sanità digitale e terapie digitali, Laboratorio di Metodologia della ricerca clinica, Dipartimento di Oncologia clinica, Istituto di Ricerche Farmacologiche Mario Negri Irccs, Milano.
Recenti progressi in medicina
|February 20, 2026
概括
人工智能 (AI) 提供了环境解决方案,但也带来了挑战. 转向绿色人工智能,利用高效模型和可再生能源,是平衡技术进步与生态可持续性的关键.
科学领域:
- 环境科学 环境科学
- 计算机科学 计算机科学
- 技术 伦理 技术道德
背景情况:
- 人工智能 (AI) 在环境影响方面扮演着双重角色,提供解决方案,同时也为生态挑战做出贡献.
- 像天气预报,智能电网,精准农业和智能城市这样的AI应用强调了其潜在的好处.
- 相反,人工智能的环境成本包括高能/水消耗,硬件资源稀缺以及电子垃圾问题.
研究的目的:
- 分析人工智能 (AI) 对环境的影响.
- 探索人工智能作为环境解决方案和问题贡献者的悖论.
- 提出减轻人工智能生态足迹的策略.
主要方法:
- 对环境可持续性 (例如预测,智能电网,精准农业,智能城市) 中的人工智能应用的审查.
- 分析人工智能的环境成本:能源,水,原材料和处置.
- 审查拟议的解决方案:绿色人工智能,联合学习,修剪,可持续的数据中心和硬件.
主要成果:
- 通过各种应用,人工智能可以显著帮助环境可持续性.
- 人工智能还造成了大量的环境成本,包括资源耗尽和废物产生.
- 绿色人工智能战略,采用高效的模型和可再生能源,可以大大减少消费.
结论:
- 将人工智能创新与环境可持续性的平衡至关重要.
- 转向绿色人工智能对于减轻负面生态影响至关重要.
- 未来的人工智能治理必须整合环境正义和技术进步.
相关概念视频
Non-equilibrium in the Cell
An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
Introduction to Cognitive Psychology
Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
Natural and Artificial Concepts
In psychology, concepts can be divided into two categories: natural and artificial. Natural concepts are formed through direct or indirect experiences. For example, consider the concept of snow. If you live in a place with regular snowfall, such as Essex Junction, Vermont, you know snow through direct experiences. You’ve seen it fall, touched it, shoveled it, and played in it. You recognize its texture, appearance, and even its smell. In contrast, if you live on an island like Saint Vincent in...
