LocationReasoner: Evaluating LLMs on Real-World Site Selection Reasoning

1. 1Develop a framework to evaluate LLMs on real-world site selection reasoning
2. 2Use LocationReasoner to assess the performance of LLMs on site selection tasks
3. 3Analyze the results to identify the strengths and limitations of current LLMs
4. 4Apply the findings to improve LLMs' reasoning capabilities and develop more effective site selection models

AI researchers and engineers can benefit from this study to improve LLMs' reasoning capabilities, while product managers and entrepreneurs can apply the findings to real-world site selection scenarios

💡 LLMs' reasoning capabilities may not generalize to complex real-world scenarios like site selection

📍 Evaluating LLMs on real-world site selection reasoning with LocationReasoner