Scientific Agents: Evaluating Profession-Specific System Prompts on Scientific Tasks
Researchers tested if detailed, profession-specific system prompts improve problem-solving accuracy for scientific tasks using an open-source corpus of 503 agent profiles. Findings show no consistent accuracy gain, but longer profiles increased operational reliability by reducing API failures. Loading full profiles is not a cost-effective default for improving factual accuracy.