Core Viewpoint - The article discusses a novel approach to enhancing AI performance by assigning it a personality type based on the MBTI framework, suggesting that this method can simplify interactions with AI models and improve their output quality [4][21][56]. Summary by Sections Introduction to MBTI in AI - The article introduces a technique where instead of using complex prompts, simply assigning an MBTI personality type to an AI can yield better results [4][10][22]. Effectiveness of MBTI - Research indicates that giving AI a personality, particularly an MBTI type, significantly enhances its ability to perform tasks, demonstrating that AI can reflect human-like characteristics based on statistical data [21][24][56]. Examples of AI Performance - In storytelling tasks, AI with F-type personalities produced more engaging and emotional narratives compared to T-type personalities, which were more logical and less warm [30][35]. - In strategic games, F-type AI showed a higher tendency for cooperation, while T-type AI exhibited a strong inclination towards self-interest and betrayal, highlighting the impact of personality on decision-making [34][39][41]. Implications for AI Development - The findings suggest that AI can be tailored to specific tasks by assembling a team of AI agents with complementary MBTI types, enhancing creativity and execution in projects [59][62]. Conclusion - The article concludes by reflecting on the intersection of AI research and human psychology, hinting at the potential emergence of a new field termed "AI psychology" [66].

这个技巧来自一篇论文： 昨天看到了一个非常有趣又实用的Prompt技巧。 就是你跟大模型对话，可以不需要再用一些非常复杂的Prompt了，而是只需要给它一个人格，给它一个，MBTI，就能发挥非常好的效果。 非常有趣，真的。 论文的标题很学术，叫《心理学增强AI智能体》。 但是大白话翻译一下就是，想要让大模型更好地完成任务，你们可能不需要那些动辄几百上千字的复杂Prompt，不需要什么思维链、思维图谱，甚至不需 要那些精巧的指令。 你们只需要，给AI一个MBTI人格。 对，你没看错，就是那个你天天找工作、搞社交，甚至相亲时都可能会遇到的，把人分成16种类型的，MBTI人格测试。 上来问你是I人还是E人的那个MBTI测试。 我先自爆个家门，我是INTJ，特别是这个I，我是96%浓度的I人，估计很多朋友都见过，当我不聊业务的时候，我是真的社恐…… 扯远了，说实话，我第一次看到这论文说MBTI对AI有奇效的时候，我第一反应这是哪来的骗子。 因为MBTI这玩意，虽然我天天跟人聊得很High经常嘴炮，但是聊天归聊天，我说句实话，在严肃的心理学界，它的地位大概就相当于用星座去看一个人 的性格…… 它的信度和效度，一直被主流 ...

Core Viewpoint - The article discusses a research paper titled "Psychology Enhanced AI Agents," which suggests that assigning an MBTI personality type to AI can significantly improve its task performance, simplifying the interaction process with AI models [3][4][9]. Group 1: MBTI and AI Performance - The research demonstrates that providing AI with a specific MBTI personality type, such as "Please respond from an INTJ perspective," can lead to vastly different outcomes in task execution [9][10]. - Different MBTI types exhibit distinct characteristics in their outputs; for instance, "F-type" personalities produce more emotionally engaging stories compared to "T-type" personalities, which are more logical and objective [13][14]. - In strategic games like the "Prisoner's Dilemma," "T-type" AI shows a high tendency to betray (90%), while "F-type" AI is more cooperative, with a betrayal rate of only 50% [17][19]. Group 2: Implications for AI Team Composition - The article suggests that AI can be combined into teams with complementary personalities to tackle various tasks effectively, such as product development or crisis management [21][28]. - For example, an "ENFP" can generate creative ideas, while an "ISTJ" can evaluate and filter these ideas for feasibility, creating a balanced approach to project execution [22][24]. - This method allows for the assembly of AI teams tailored to specific tasks, enhancing efficiency and creativity in problem-solving [29][30]. Group 3: Broader Reflections - The discussion raises questions about the future of AI psychology, suggesting that understanding human personality traits could lead to the development of a new field focused on AI behavior and interaction [32][33].