most citedExpertise elevates AI usage: experimental evidence comparing laypeople and professional artists

2 citations · 2 across the 5 of their papers we have counts for

collaborators

6 papers

cs.HC2026

Spook the Machine: Gamified Exploration of Human Imagination of Machine Fear

Levin Brinkmann, Hiromu Yakura, Sonia Nicoletti +9

What happens when AI machines express fear? Do humans engage differently depending on how they express it? And what does it take to design for affective human-AI interaction? We pr…

cs.CL2026

Understanding Large Language Models

Yannik Keller, Thomas Eisenmann

Large Language Models (LLMs) represent one of the most significant advances in AI and natural language processing in recent years. Still, many pressing questions about their mechan…

cs.AI2026

Group Selection as a Safeguard Against AI Substitution

Qiankun Zhong, Thomas F. Eisenmann, Julian Garcia +1

Reliance on generative AI can reduce cultural variance and diversity, especially in creative work. This reduction in variance has already led to problems in model performance, incl…

cs.MA2025

The Role of Social Learning and Collective Norm Formation in Fostering Cooperation in LLM Multi-Agent Systems

Prateek Gupta, Qiankun Zhong, Hiromu Yakura +2

A growing body of multi-agent studies with LLMs explores how norms and cooperation emerge in mixed-motive scenarios, where pursuing individual gain can undermine the collective goo…

cs.CY2025

Experimental Evidence for the Propagation and Preservation of Machine Discoveries in Human Populations

Levin Brinkmann, Thomas F. Eisenmann, Anne-Marie Nussberger +4

Intelligent machines with superhuman capabilities have the potential to uncover problem-solving strategies beyond human discovery. Emerging evidence from competitive gameplay, such…

cs.HC2025★ 2 cited

Expertise elevates AI usage: experimental evidence comparing laypeople and professional artists

Thomas F. Eisenmann, Andres Karjus, Mar Canet Sola +3

Generative AI's novel capacities raise questions about the future role of human expertise: does AI level the playing field between professional artists and laypeople, or does exper…