"Not Human, Funnier": How Machine Identity Shapes Humor Perception in Online AI Stand-up Comedy
#AI comedy #ChatGPT humor #Stand-up comedy #Identity markers #Large language models #Human vs. machine humor #AI creativity
📌 Key Takeaways
- AI systems are increasingly being applied to creative domains like comedy
- Human comedians often use identity markers as part of their humor
- The research compares AI-generated humor to human-created comedy
- The study explores whether AI can effectively replace human comedians
📖 Full Retelling
Researchers from an unspecified institution have published a study (arXiv:2602.12763v1) examining how artificial intelligence systems like ChatGPT and other large language models perform in the domain of stand-up comedy, comparing their humor generation capabilities to human comedians who leverage personal identity markers such as ethnicity, gender, and community backgrounds. The research, conducted through formative interviews with professional comedians and detailed video analyses of human stand-up performances, reveals that human performers frequently draw from their demographic identities to create relatable and humorous content. This approach raises questions about whether AI systems, lacking personal lived experiences and identity markers, can effectively generate comedy that resonates with audiences in the same way human comedians do. The study represents a growing academic interest in how AI performs in creative domains traditionally dominated by human performers, with particular focus on the nuanced relationship between identity and humor generation.
🏷️ Themes
AI creativity, Identity in humor, Human vs. machine performance
📚 Related People & Topics
Large language model
Type of machine learning model
A large language model (LLM) is a language model trained with self-supervised machine learning on a vast amount of text, designed for natural language processing tasks, especially language generation. The largest and most capable LLMs are generative pre-trained transformers (GPTs) that provide the c...
Entity Intersection Graph
Connections for Large language model:
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Educational technology
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Reinforcement learning
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Machine learning
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Artificial intelligence
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Original Source
arXiv:2602.12763v1 Announce Type: cross
Abstract: Chatbots are increasingly applied to domains previously reserved for human actors. One such domain is comedy, whereby both the general public working with ChatGPT and research-based LLM-systems have tried their hands on making humor. In formative interviews with professional comedians and video analyses of stand-up comedy in humans, we found that human performers often use their ethnic, gender, community, and demographic-based identity to enable
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