System Prompts Matter

The discussion highlights the importance of including system prompts with language models, as many users may not be sophisticated enough to modify their data accordingly. Nathan emphasizes that the absence of a system prompt can significantly impact performance and evaluation results, particularly in academic settings. Experiments show that varying the system prompt can lead to drastic changes in model behavior, underscoring its critical role in achieving accurate assessments.