Ls Treiman: Researcher — Prolific Citations Library

Explore 2 peer-reviewed studies by Ls Treiman in AI Ethics and Behavioral Economics (2023–2024). Discover research powered by Prolific's participant panel.

This page lists 2 peer-reviewed papers authored or co-authored by Ls Treiman in the Prolific Citations Library, a curated collection of research powered by high-quality human data from Prolific.

Papers (2 of 2)

The consequences of AI training on human decision-making

Authors: LS Treiman, CJ Ho, W Kool

Year: 2024

Published in: Proceedings of the National Academy of ..., 2024 - pnas.org

Institution: Massachusetts Institute of Technology, Yale University, Washington University in St. Louis

Research Area: AI Ethics, Behavioral Economics, Decision-Making in AI Systems

Discipline: Artificial Intelligence, Behavioral Science

People alter their behavior when they know their actions will train AI, leading to unintentional habits and biased training data for AI systems.

Methods: Five studies were conducted using the ultimatum game; participants were tasked with deciding on monetary splits proposed by either humans or AI, with some informed their decisions would train the AI.

Key Findings: Behavioral changes in participants when training AI, persistence of these changes over time, and implications for AI training bias.

DOI: https://doi.org/10.1073/pnas.2408731121

Citations: 13
Humans forgo reward to instill fairness into AI

Authors: LS Treiman, CJ Ho, W Kool

Year: 2023

Published in: Proceedings of the AAAI Conference on ..., 2023 - ojs.aaai.org

Institution: Massachusetts Institute of Technology, Yale University

Research Area: AI Ethics, Human-AI Interaction, Fairness in Machine Learning Training

Discipline: Human-Computer Interaction (HCI), Artificial Intelligence Ethics

DOI: https://doi.org/10.1609/hcomp.v11i1.27556

Citations: 6