Cover Image

When Roles Fail: Epistemic Constraints on Advocate Role Fidelity in LLM-Based Political Statement Analysis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Dietrich, Juergen
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence Computation and Language Computers and Society Multiagent Systems
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Peer Identity Bias in Multi-Agent LLM Evaluation: An Empirical Study Using the TRUST Democratic Discourse Analysis Pipeline
by: Dietrich, Juergen
Published: (2026)

Transforming Competition into Collaboration: The Revolutionary Role of Multi-Agent Systems and Language Models in Modern Organizations
by: Cruz, Carlos Jose Xavier
Published: (2024)

Law in Silico: Simulating Legal Society with LLM-Based Agents
by: Wang, Yiding, et al.
Published: (2025)

Can LLMs Write Faithfully? An Agent-Based Evaluation of LLM-generated Islamic Content
by: Mushtaq, Abdullah, et al.
Published: (2025)

AI Knows When It's Being Watched: Functional Strategic Action and Contextual Register Modulation in Large Language Models
by: Covas, Vinicius, et al.
Published: (2026)

More Capable, Less Cooperative? When LLMs Fail At Zero-Cost Collaboration
by: Yadav, Advait, et al.
Published: (2026)

Embodied LLM Agents Learn to Cooperate in Organized Teams
by: Guo, Xudong, et al.
Published: (2024)

MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents
by: Zhu, Kunlun, et al.
Published: (2025)

Epistemic Context Learning: Building Trust the Right Way in LLM-Based Multi-Agent Systems
by: Zhou, Ruiwen, et al.
Published: (2026)

LLM Agents in Interaction: Measuring Personality Consistency and Linguistic Alignment in Interacting Populations of Large Language Models
by: Frisch, Ivar, et al.
Published: (2024)

Mechanism Plausibility in Generative Agent-Based Modeling
by: Zhao, Patrick, et al.
Published: (2026)

Social Catalysts, Not Moral Agents: The Illusion of Alignment in LLM Societies
by: Hu, Yueqing, et al.
Published: (2026)

From Safety Risk to Design Principle: Peer-Preservation in Multi-Agent LLM Systems and Its Implications for Orchestrated Democratic Discourse Analysis
by: Dietrich, Juergen
Published: (2026)

TACLA: An LLM-Based Multi-Agent Tool for Transactional Analysis Training in Education
by: Zamojska, Monika, et al.
Published: (2025)

A Text-to-Game Engine for UGC-Based Role-Playing Games
by: Zhang, Lei, et al.
Published: (2024)

RCR-Router: Efficient Role-Aware Context Routing for Multi-Agent LLM Systems with Structured Memory
by: Liu, Jun, et al.
Published: (2025)

RPA-Check: A Multi-Stage Automated Framework for Evaluating Dynamic LLM-based Role-Playing Agents
by: Rosati, Riccardo, et al.
Published: (2026)

Heterogeneous Debate Engine: Identity-Grounded Cognitive Architecture for Resilient LLM-Based Ethical Tutoring
by: Masłowski, Jakub, et al.
Published: (2026)

Multimodal Multi-Agent Empowered Legal Judgment Prediction
by: Kang, Zhaolu, et al.
Published: (2026)

Why Agents Compromise Safety Under Pressure
by: Jiang, Hengle, et al.
Published: (2026)

SafeTalkCoach: Diversity-Driven Multi-Agent Simulation for Parent-Teen Health Conversations
by: Tabarsi, Benyamin, et al.
Published: (2026)

An Agentic Evaluation Architecture for Historical Bias Detection in Educational Textbooks
by: Stefan, Gabriel, et al.
Published: (2026)

RAGAR, Your Falsehood Radar: RAG-Augmented Reasoning for Political Fact-Checking using Multimodal Large Language Models
by: Khaliq, M. Abdul, et al.
Published: (2024)

I Want to Break Free! Persuasion and Anti-Social Behavior of LLMs in Multi-Agent Settings with Social Hierarchy
by: Campedelli, Gian Maria, et al.
Published: (2024)

Incorporating LLMs for Large-Scale Urban Complex Mobility Simulation
by: Song, Yu-Lun, et al.
Published: (2025)

Among Them: A game-based framework for assessing persuasion capabilities of LLMs
by: Idziejczak, Mateusz, et al.
Published: (2025)

Agent-to-Agent Theory of Mind: Testing Interlocutor Awareness among Large Language Models
by: Choi, Younwoo, et al.
Published: (2025)

The High Cost of Incivility: Quantifying Interaction Inefficiency via Multi-Agent Monte Carlo Simulations
by: Mangold, Benedikt
Published: (2025)

Multimodal Safety Evaluation in Generative Agent Social Simulations
by: Vera, Alhim, et al.
Published: (2025)

The Hidden Strength of Disagreement: Unraveling the Consensus-Diversity Tradeoff in Adaptive Multi-Agent Systems
by: Wu, Zengqing, et al.
Published: (2025)

Escalation Risks from Language Models in Military and Diplomatic Decision-Making
by: Rivera, Juan-Pablo, et al.
Published: (2024)

WorldView-Bench: A Benchmark for Evaluating Global Cultural Perspectives in Large Language Models
by: Mushtaq, Abdullah, et al.
Published: (2025)

Preserving Cultural Identity with Context-Aware Translation Through Multi-Agent AI Systems
by: Anik, Mahfuz Ahmed, et al.
Published: (2025)

Polarization by Default: Auditing Recommendation Bias in LLM-Based Content Curation
by: Pagan, Nicolò, et al.
Published: (2026)

Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View
by: Zhang, Jintian, et al.
Published: (2023)

From Debate to Deliberation: Structured Collective Reasoning with Typed Epistemic Acts
by: Prakash, Sunil
Published: (2026)

Urban-MAS: Human-Centered Urban Prediction with LLM-Based Multi-Agent System
by: Lou, Shangyu
Published: (2025)

Artificial Leviathan: Exploring Social Evolution of LLM Agents Through the Lens of Hobbesian Social Contract Theory
by: Dai, Gordon, et al.
Published: (2024)

Courtroom-Style Multi-Agent Debate with Progressive RAG and Role-Switching for Controversial Claim Verification
by: Chowdhury, Masnun Nuha, et al.
Published: (2026)

Epistemic diversity across language models mitigates knowledge collapse
by: Hodel, Damian, et al.
Published: (2025)