activity
20242026
collaborators

5 papers

cs.AI2026

LLM Consumer Behavior Theory: Foundations of a Novel Research Field

Manon Reusens, Sofie Goethals, David Martens

Large language models (LLMs) are increasingly deployed as autonomous agents that make consumption decisions on behalf of users. This shift raises fundamental questions for consumer…

cs.HC2025

The Basic B*** Effect: The Use of LLM-based Agents Reduces the Distinctiveness and Diversity of People's Choices

Sandra C. Matz, C. Blaine Horton, Kimberly Klugescheid +1

Large language models (LLMs) increasingly act on people's behalf: they write emails, buy groceries, and book restaurants. While the outsourcing of human decision-making to AI can b…

cs.CL2025

Cash or Comfort? How LLMs Value Your Inconvenience

Mateusz Cedro, Timour Ichmoukhamedov, Sofie Goethals +3

Large Language Models (LLMs) are increasingly proposed as near-autonomous artificial intelligence (AI) agents capable of making everyday decisions on behalf of humans. Although LLM…

cs.LG2025

Resource-constrained Fairness

Sofie Goethals, Eoin Delaney, Brent Mittelstadt +1

Access to resources strongly constrains the decisions we make. While we might wish to offer every student a scholarship, or schedule every patient for follow-up meetings with a spe…

cs.CL2024

One world, one opinion? The superstar effect in LLM responses

Sofie Goethals, Lauren Rhue

As large language models (LLMs) are shaping the way information is shared and accessed online, their opinions have the potential to influence a wide audience. This study examines w…