Tame3D research framework: evidence-grounded multi-agent 3D reasoning with scene-level conformal uncertainty alignment
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VLCoT research implementation: stage-verifiable latent reasoning, observation-based verification, and dependency-aware local repair.
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Auditable LLM multi-agent town simulation with AgentScope, Mesa, replay, policy experiments, and Streamlit
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