#belief-modeling News & Analysis

2 articles tagged with #belief-modeling. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · Mar 56/10

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Belief-Sim: Towards Belief-Driven Simulation of Demographic Misinformation Susceptibility

Researchers introduce BeliefSim, a framework that uses Large Language Models to simulate how different demographic groups are susceptible to misinformation based on their underlying beliefs. The system achieves up to 92% accuracy in predicting misinformation susceptibility by incorporating psychology-informed belief profiles.

AINeutralarXiv – CS AI · Apr 146/10

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Playing Along: Learning a Double-Agent Defender for Belief Steering via Theory of Mind

Researchers introduce ToM-SB, a novel challenge where AI defenders must use theory-of-mind reasoning to deceive attackers trying to extract sensitive information. Through reinforcement learning, trained models outperform frontier LLMs like GPT-4 and Gemini-Pro, revealing an emergent bidirectional relationship between belief modeling and deception capabilities.

🧠 GPT-5