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Researchers at Carnegie Mellon University have introduced Sotopia, a platform designed to evaluate and enhance AI’s social capabilities. Sotopia focuses on assessing AI’s performance in goal-oriented social interactions, like collaboration, negotiation, and competition. 
Researchers at Carnegie Mellon University have introduced Sotopia, a platform designed to evaluate and enhance AI’s social capabilities. Sotopia focuses on assessing AI’s performance in goal-oriented social interactions, like collaboration, negotiation, and competition. 
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🔍 Key Findings:
🔍 Key Findings:
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Performance Evaluation: The platform enables testing and comparison of different AI systems, with a specific emphasis on refining Mistral-7B. 🛠️
Performance Evaluation: The platform enables testing and comparison of different AI systems, with a specific emphasis on refining Mistral-7B. 🛠️
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Benchmarking: Sotopia uses GPT-4 as a benchmark to evaluate other AI systems’ capabilities. 📏
Benchmarking: Sotopia uses GPT-4 as a benchmark to evaluate other AI systems’ capabilities. 📏
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🔧 Technical Points:
🔧 Technical Points:
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Foundation: Sotopia builds upon Mistral-7B, focusing on behavior cloning and self-reinforcement. 🏗️
Foundation: Sotopia builds upon Mistral-7B, focusing on behavior cloning and self-reinforcement. 🏗️
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Multi-Dimensional Assessment: Sotopia evaluates AI performance across 7 social dimensions, including believability, adherence to social norms, and successful goal completion. 🌐
Multi-Dimensional Assessment: Sotopia evaluates AI performance across 7 social dimensions, including believability, adherence to social norms, and successful goal completion. 🌐
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Data Collection: The platform gathers data from human-human, human-AI, and AI-AI interactions. 📂
Data Collection: The platform gathers data from human-human, human-AI, and AI-AI interactions. 📂
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Sotopia Project Page: 
Sotopia Project Page: 
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https://www.sotopia.world/
https://www.sotopia.world/
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Check out the HF space here: 
Check out the HF space here: 
resource
https://huggingface.co/spaces/cmu-lti/sotopia-space
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cmu-lti/sotopia-space
https://huggingface.co/spaces/cmu-lti/sotopia-space
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Additional details are in the HF Collection: 
Additional details are in the HF Collection: 
resource
https://huggingface.co/collections/cmu-lti/sotopia-65f312c1bd04a8c4a9225e5b
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cmu-lti/sotopia-65f312c1bd04a8c4a9225e5b
https://huggingface.co/collections/cmu-lti/sotopia-65f312c1bd04a8c4a9225e5b
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Researchers at Carnegie Mellon University have introduced Sotopia, a platform designed to evaluate and enhance AI’s social capabilities. Sotopia focuses on assessing AI’s performance in goal-oriented social interactions, like collaboration, negotiation, and competition. 

🔍 Key Findings:
Performance Evaluation: The platform enables testing and comparison of different AI systems, with a specific emphasis on refining Mistral-7B. 🛠️
Benchmarking: Sotopia uses GPT-4 as a benchmark to evaluate other AI systems’ capabilities. 📏

🔧 Technical Points:
Foundation: Sotopia builds upon Mistral-7B, focusing on behavior cloning and self-reinforcement. 🏗️
Multi-Dimensional Assessment: Sotopia evaluates AI performance across 7 social dimensions, including believability, adherence to social norms, and successful goal completion. 🌐
Data Collection: The platform gathers data from human-human, human-AI, and AI-AI interactions. 📂

Sotopia Project Page: https://www.sotopia.world/
Check out the HF space here: https://huggingface.co/spaces/cmu-lti/sotopia-space
Additional details are in the HF Collection: https://huggingface.co/collections/cmu-lti/sotopia-65f312c1bd04a8c4a9225e5b


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