Digital Pantheon: Simulating and Auditing Coalition Formation with LLM Agents
The formation of political coalitions is a complex negotiation driven by both concrete policy objectives and deep-seated ideological convictions. While Large Language Models (LLMs) open new avenues for computational political science, the neutrality and helpfulness biases instilled by Reinforcement Learning from Human Feedback (RLHF) prevent them from sustaining steadfast partisan behaviour. We present a multi-agent framework that reconciles factual grounding with ideological alignment by combining Supervised Fine-Tuning (SFT), Direct Preference Optimization (DPO), and Retrieval-Augmented Gene
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- PossiblePossibly related (embedding) · 49%I built a native Reddit app where a council of 5 AI agents debate and roast your project ideas →
- FuzzySimilar title/name (fuzzy) · 59%jnMetaCode/agency-agents-zh →
“Fuzzy title match (0.73): “Digital Pantheon: Simulating and Auditing Coalition Formatio” ≈ “jnMetaCode/agency-agents-zh””
- FuzzySimilar title/name (fuzzy) · 87%NirDiamant/GenAI_Agents →
“Fuzzy title match (0.94): “Digital Pantheon: Simulating and Auditing Coalition Formatio” ≈ “NirDiamant/GenAI_Agents””
- FuzzySimilar title/name (fuzzy) · 84%Unity-Technologies/ml-agents →
“Fuzzy title match (0.92): “Digital Pantheon: Simulating and Auditing Coalition Formatio” ≈ “Unity-Technologies/ml-agents””
- FuzzySimilar title/name (fuzzy) · 59%datawhalechina/hello-agents →
“Fuzzy title match (0.73): “Digital Pantheon: Simulating and Auditing Coalition Formatio” ≈ “datawhalechina/hello-agents””
- FuzzySimilar title/name (fuzzy) · 59%Eigenwise/atomic-agents →
“Fuzzy title match (0.73): “Digital Pantheon: Simulating and Auditing Coalition Formatio” ≈ “Eigenwise/atomic-agents””
- FuzzySimilar title/name (fuzzy) · 59%TauricResearch/TradingAgents →
“Fuzzy title match (0.73): “Digital Pantheon: Simulating and Auditing Coalition Formatio” ≈ “TauricResearch/TradingAgents””
- LinkedLinked via arxiv author · 85%Dylan Van Mulders →
“Digital Pantheon: Simulating and Auditing Coalition Formation with LLM Agents”