在管理社会通信的LLM服务
Yuriy Dyachenko1, Oleksandra Humenna2, Oleg Soloviov3
1Kyiv School of Economics, Kyiv, Ukraine.
Frontiers in artificial intelligence
|March 28, 2025
概括
这项研究探讨了使用人工智能 (AI) 和行为经济学来管理社会沟通. 旨在社会转型的人工智能生成的信息对态度产生了负面影响,但意图略有增加.
科学领域:
- 行为经济学是一种行为经济学.
- 人工智能的人工智能
- 社会心理学 社会心理学
背景情况:
- 双流程理论 (系统1和系统2) 影响决策.
- 介绍第三系统:根植于身份和自我意识的社会条件行为.
- 建议人工智能用于自动化通信管理,以增强自决.
研究的目的:
- 通过社交沟通探索AI对公民行为的影响.
- 评估人工智能驱动的通信管理的有效性.
- 利用大型语言模型 (LLM) 进行社会转型信息传递.
主要方法:
- 利用GPT-4生成人工智能驱动的消息.
- 采用克劳德 3.5 索内特来比较消息的影响.
- 与虚拟人进行了观察性研究.
主要成果:
- 为社会转型而设计的AI修改的信息导致了态度的显著负面转变 (中位数为-2.5个单位).
- 意图显示在暴露于修改消息后略有增加 (中位数为0.2个单位).
- 原始消息被认为是类似的,潜在的受访者活动的变化最小.
结论:
- 人工智能驱动的社会沟通修改可能会对态度产生负面影响.
- 在使用人工智能制作变革性信息时,仔细考虑上下文至关重要.
- 需要进一步的研究来平衡态度转变和行为意图.
相关概念视频
Communication
8.0K
Communication between two animals occurs when one animal transmits an information signal that causes a change in the animal that receives the information. Organisms communicate with one another in a host of different ways. Signals can be auditory, chemical, visual, tactile, or a combination of these. Communication is a critical behavioral adaptation that promotes survival, growth, and reproduction.
8.0K
Communication
9.9K
Sharing information, concepts, and emotions to foster mutual understanding is communication. The sender, recipient, and transaction must be considered in this manner. The sender is the person who shares the message, the recipient is the person who receives and understands the message, and the transaction is the method used to deliver the message and the variables that affect the communication's context and surroundings. The nurse-client connection is built on therapeutic communication.
9.9K
Levels of Communication II: Organizational, Public, and Group Dynamics
3.0K
Effective communication is the foundation of a good organization. Communication is the lifeblood of an organization that connects the group with messages. In an organization, communication occurs in upward, downward, and horizontal lines. Downward communication travels from the administrative and senior levels to the staff through official channels such as manuals, rules and regulations, and organizational charts. Staff members initiate upward communication, which is addressed to executives and...
3.0K
Managing Impressions
220
Impression management encompasses individuals' deliberate efforts to shape how others perceive them during social interactions. This behavior is often employed to conform to social norms, secure approval, or pursue specific goals. While it involves selective self-presentation, it is not necessarily deceptive; individuals frequently present authentic aspects of themselves that align with situational demands.Common strategies include:Ingratiation: where individuals use flattery or agreeableness...
220
Impression Management Techniques III: Aligning Actions
219
Aligning actions are communicative strategies individuals employ to maintain social harmony and preserve personal identity in the face of potential disruptions to social norms. These actions are particularly important in managing social impressions when one's behavior might be seen as inappropriate, incompetent, or morally questionable.Types of Aligning ActionsThe three principal types of aligning actions are disclaimers, accounts, and apologies.DisclaimersDisclaimers are preventive; they are...
219
Impression Management Techniques IV: Altercasting
264
Altercasting is a strategic communication technique in which an individual imposes a specific identity or social role onto another person to influence their behavior and shape the interaction. By presuming a role—such as “responsible leader” or “patient person”—altercasting encourages the target to conform to that identity, often aligning their behavior with the expectations associated with the role. The power of this tactic lies in its subtlety; once a role...
264


