3 papers
cs.AI2026
Bayesian Orchestration of Multi-LLM Agents for Cost-Aware Sequential Decision-Making
Danial Amin
Large language models (LLMs) are increasingly deployed as autonomous decision agents in settings with asymmetric error costs: hiring (missed talent vs wasted interviews), medical t…
cs.HC2025
Using AI for User Representation: An Analysis of 83 Persona Prompts
Joni Salminen, Danial Amin, Bernard Jansen
We analyzed 83 persona prompts from 27 research articles that used large language models (LLMs) to generate user personas. Findings show that the prompts predominantly generate sin…
cs.HC2025
Creating and Evaluating Personas Using Generative AI: A Scoping Review of 81 Articles
Danial Amin, Joni Salminen, Farhan Ahmed +3
As generative AI (GenAI) is increasingly applied in persona development to represent real users, understanding the implications and limitations of this technology is essential for…