Framing the Narrative: Ideological Mimicry in Large Language Models
Olivia Macmillan-Scott, Michael Jacobs, Nils Metternich & Mirco Musolesi
(Selected) publications
Research on reasoning and rationality in language models, political framing, value alignment and multi-agent systems.
2026
ContextAdapt: Evaluating Contextual Adaptation and Value Alignment in LLMs
Olivia Macmillan-Scott & Mirco Musolesi
Safe AI Should be Bounded and Multi-Agent
David Hyland, Daniel Jarne Ornia, Nicholas Bishop, Joel Dyer, Olivia Macmillan-Scott, Tomáš Gavenciak, Anisoara Calinescu, Michael J. Wooldridge, Fernando E. Rosas & Pedro A. Ortega
Pre-printPDF
2025
Maynard Smith Revisited: A Multi-Agent Reinforcement Learning Approach to the Coevolution of Signalling Behaviour
Olivia Macmillan-Scott & Mirco Musolesi
PLOS Computational BiologyDOI
Generative Query Expansion with Multilingual LLMs for Cross-Lingual Information Retrieval
Olivia Macmillan-Scott, Roksana Goworek & Eda B. Özyiğit
arXiv preprintarXiv
Bridging Language Gaps: Advances in Cross-Lingual Information Retrieval with Multilingual LLMs
Roksana Goworek*, Olivia Macmillan-Scott* & Eda B. Özyiğit (*equal contribution)
arXiv preprintarXiv
(Ir)rationality in AI: State of the Art, Research Challenges and Open Questions
Olivia Macmillan-Scott & Mirco Musolesi
Artificial Intelligence ReviewDOI
2024
(Ir)rationality and Cognitive Biases in Large Language Models
Olivia Macmillan-Scott & Mirco Musolesi
Royal Society Open ScienceDOI
Game-theoretic agent-based modelling of micro-level conflict: Evidence from the ISIS-Kurdish War
Olivia Macmillan-Scott, Akin Ünver & Mirco Musolesi
PLOS ONEDOI
Evaluating Generalization Capabilities of LLM-Based Agents in Mixed-Motive Scenarios Using Concordia
Chandler Smith, Marwa Abdulhai, Manfred Diaz et al.
NeurIPS 2024 Concordia ContestarXiv