为民主话语利用人工智能:聊天干预可以在规模上改善在线政治对话
Lisa P Argyle1, Christopher A Bail2, Ethan C Busby1
1Department of Political Science, Brigham Young University, Provo, UT, 84602.
概括
人工智能工具可以改善在线政治讨论. 一项大规模的实验表明,人工智能驱动的建议提高了对话的质量和语气,在不改变政策观点的情况下促进了理解.
科学领域:
- 政治科学 政治科学是指政治学.
- 计算社会科学 计算社会科学
- 人工智能的人工智能
背景情况:
- 在线政治话语对民主至关重要,但往往遭受误解和冲突.
- 转向在线平台加剧了这些问题,阻碍了社会合作.
- 现有的改善对话质量的干预措施很难在线扩展.
研究的目的:
- 调查人工智能工具在改善关于分歧主题的在线对话方面的有效性.
- 评估人工智能驱动的建议是否可以提高参与者被理解的感觉.
主要方法:
- 使用人工智能工具,特别是大型语言模型进行了大规模实验.
- 人工智能在在线对话中为参与者提供实时,基于证据的建议.
- 测量了报告的对话质量,民主互惠和语气的变化.
主要成果:
- 人工智能干预显著改善了参与者报告的对话质量和语气.
- 这些干预措施促进了参与者之间的民主互惠.
- 对话内容和参与者的政策态度基本保持不变.
结论:
- 人工智能工具提供了一个可扩展的解决方案,以减轻在线政治话语中的分裂.
- 人工智能可以增强相互理解,提高在线对话的质量,而无需意识形态操纵.
- 这种方法支持数字空间中更具合作性和功能性的民主对话.
更多相关视频
相关概念视频
Issues And Trends In Healthcare Delivery System
5.7K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
5.7K
Non-equilibrium in the Cell
4.5K
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...
4.5K
Group Polarization
34.3K
Group polarization is the strengthening of an original group attitude following the discussion of views within a group (Teger & Pruitt, 1967). That is, if a group initially favors a viewpoint, after discussion the group consensus is likely a stronger endorsement of the viewpoint. Conversely, if the group was initially opposed to a viewpoint, group discussion would likely lead to stronger opposition.
34.3K
Persuasion Strategies
38.7K
Researchers have tested many persuasion strategies, including the foot-in-the door and the door-in-the-face techniques, in a variety of contexts. Ultimately, the principles are effective in selling products and changing people’s attitude, ideas, and behaviors (Cialdini & Goldstein, 2004).
38.7K
Social Exchange Theory
34.6K
We have discussed why we form relationships, what attracts us to others, and different types of love. But what determines whether we are satisfied with and stay in a relationship? One theory that provides an explanation is social exchange theory. According to social exchange theory, we act as naïve economists in keeping a tally of the ratio of costs and benefits of forming and maintaining a relationship with others (Rusbult & Van Lange, 2003).
34.6K
Amplifying Signals via Enzymatic Cascade
8.5K
When a ligand binds to a cell-surface receptor, the receptor's intracellular domain changes shape, which may either activate its enzyme function or allow its binding to other molecules. The initial signal is amplified by most signal transduction pathways. This means that a single ligand molecule can activate multiple molecules of a downstream target. Proteins that relay a signal are most commonly phosphorylated at one or more sites, activating or inactivating the protein. Kinases catalyze...
8.5K


