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The $\textit{Silicon Society}$ Cookbook: Design Space of LLM-based Social Simula

BACKGROUND
2 SIGNALSFIRST DETECTED 5 May 2026
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How the story developed
21 May
Can LLMs Emulate Human Belief Dynamics?
REPORT · WHAT · ArXiv CS.AI
Other feeds and industry voices
25 Mar
Beyond Preset Identities: How Agents Form Stances and Boundaries in Generative Societies

arXiv:2603.23406v1 Announce Type: new Abstract: While large language models simulate social behaviors, their capacity for stable stance formation and identity negotiation during

REPORT · HOW · ArXiv CS.AIOPEN STORY
24 Mar
Do LLM-Driven Agents Exhibit Engagement Mechanisms? Controlled Tests of Information Load, Descriptive Norms, and Popularity Cues

arXiv:2603.20911v1 Announce Type: new Abstract: Large language models make agent-based simulation more behaviorally expressive, but they also sharpen a basic methodological

REPORT · HOW · ArXiv CS.AIOPEN STORY
27 Apr
Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond

arXiv:2604.22748v1 Announce Type: new Abstract: As AI systems move from generating text to accomplishing goals through sustained interaction, the ability to model environment

REPORT · WHAT · ArXiv CS.AIOPEN STORY
24 Mar
Modeling Epistemic Uncertainty in Social Perception via Rashomon Set Agents

arXiv:2603.20750v1 Announce Type: new Abstract: We present an LLM-driven multi-agent probabilistic modeling framework that demonstrates how differences in students' subjective

REPORT · WHEN · ArXiv CS.AIOPEN STORY
28 May
Social Simulation with LLMs - Fidelity in Applications (CFP @ COLM'26) [R]

<!-- SC_OFF --><div class="md"><p>🌟 Announcing the 2nd Workshop on <strong>Social Simulation with LLMs (Social Sim'26)</strong> @ COLM </p> <p>📣 Welcoming Submissions! Submission

OPINION · WHEN · MachineLearningOPEN STORY
26 Mar
CN-Buzz2Portfolio: A Chinese-Market Dataset and Benchmark for LLM-Based Macro and Sector Asset Allocation from Daily Trending Financial News

arXiv:2603.22305v1 Announce Type: cross Abstract: Large Language Models (LLMs) are rapidly transitioning from static Natural Language Processing (NLP) tasks including sentiment

REPORT · WHAT · ArXiv CS.AIOPEN STORY
20 Mar
AI4S-SDS: A Neuro-Symbolic Solvent Design System via Sparse MCTS and Differentiable Physics Alignment

arXiv:2603.03686v2 Announce Type: replace Abstract: Automated design of chemical formulations is a cornerstone of materials science, yet it requires navigating a high-dimensional

REPORT · HOW · ArXiv CS.AIOPEN STORY
18 Jun
Statistical Foundations of LLM-based A/B Testing: A Surrogacy Framework for Human Causal Inference

arXiv:2606.17165v1 Announce Type: cross Abstract: Organizations and researchers show increasing interest in using large language models (LLMs) in place of human participants in

REPORT · WHEN · ArXiv CS.AIOPEN STORY
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