Create challenging research-related prompts based on visuals, datasets, or model outputs. Evaluate AI-generated responses using the provided rubrics. Develop or refine rubrics to ensure they reflect accurate financial reasoning for complex research tasks. Review and stress-test model outputs for accuracy and logical consistency within familiar finance domains. Provide clear, structured feedback based on your subject-matter knowledge.