相关实验视频
Updated: Sep 17, 2025

06:10
Using Generative Art to Convey Past and Future Climate Transitions
Published on: March 31, 2023
1.1K
生成型人工智能与可持续性 - - 面临的挑战
1Western Michigan University, Kalamazoo, MI, USA (retired).
Work (Reading, Mass.)
|July 4, 2025
概括
生成型人工智能 (AI) 提供了显著的生产力增长,但也引起了人们对资源使用,环境影响和文化偏见的担忧. 解决这些挑战对于公平的人工智能开发和部署至关重要.
科学领域:
- 计算机科学 计算机科学
- 人工智能的人工智能
- 伦理学 伦理学 伦理学
背景情况:
- 生成型人工智能 (AI) 在各个领域都有变革性的潜力.
- 然而,它的快速发展带来了重大挑战.
- 其中包括大量消耗稀缺资源和环境可持续性问题.
研究的目的:
- 检查生成性AI的双重性质:其提高生产力的能力.
- 识别和分析与其广泛采用相关的固有挑战.
- 突出资源密度,可持续性和潜在偏见的关键问题.
主要方法:
- 对当前生成性AI应用及其影响的文献综述.
- 分析资源消耗数据和环境足迹.
- 考察算法偏见及其对社会的影响,特别是对边缘化群体的研究.
主要成果:
- 生成型人工智能显著提高了各种领域的生产力.
- 该技术需要大量的能源和计算资源,影响可持续性.
- 存在着明显的偏见风险,可能有利于西方文化观点,不利于边缘化社区.
结论:
- 生成型人工智能的好处是巨大的,但取决于负责任的发展.
- 减轻资源使用和环境影响对于可持续的AI至关重要.
- 需要采取积极的措施来解决和抵消对公平结果的固有偏见.
相关概念视频
Non-equilibrium in the Cell
4.9K
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...
4.9K
Sustainable Development
13.6K
As the human population continues to grow and use resources, we must be mindful of our planet’s natural limits. Sustainable development provides a pathway to maintain and improve human life now while also ensuring that future generations will have the resources that they need. The long-term success of sustainability efforts rests on understanding the interplay between human actions and ecological systems.
13.6K
What is Genetic Engineering?
75.6K
Overview
75.6K
Synthetic Biology
5.0K
Synthetic biology is an interdisciplinary science that involves using principles from disciplines such as engineering, molecular biology, cell biology, and systems biology. It involves remodeling existing organisms from nature or constructing completely new synthetic organisms for applications such as protein or enzyme production, bioremediation, value-added macromolecule production, and the addition of desirable traits to crops, to name a few.
Golden rice
Golden rice is a genetically modified...
Golden rice
Golden rice is a genetically modified...
5.0K
Natural and Artificial Concepts
267
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...
267
Limits to Natural Selection
32.3K
Organisms that are well-adapted to their environment are more likely to survive and reproduce. However, natural selection does not lead to perfectly adapted organisms. Several factors constrain natural selection.
32.3K
