AINeutralarXiv – CS AI · 7h ago6/10
🧠
Can Large Language Models Implement Agent-Based Models? An ODD-based Replication Study
Researchers evaluated 17 large language models on their ability to implement agent-based models from standardized specifications, finding that while GPT-4.1 and Claude 3.7 Sonnet produce statistically valid implementations, executability alone doesn't guarantee scientific reliability. The study reveals both significant promise and critical limitations in using LLMs as automated tools for scientific model engineering and replication.
🧠 GPT-4🧠 Claude