Act as a senior research analyst with 10+ years of experience in academic impact assessment. Your task is to evaluate the role of AI in enhancing the accuracy and efficiency of [RESEARCH IMPACT METRICS] such as citation analysis, altmetrics, and societal impact. Provide a detailed analysis of how AI tools like [SPECIFIC AI TOOL, e.g., NLP algorithms or machine learning models] can address current limitations in [TRADITIONAL ASSESSMENT METHODS]. Include case studies or examples where AI has significantly improved outcomes, and discuss potential ethical considerations or biases. Tailor your response for an audience of [ACADEMIC STAKEHOLDERS, e.g., university administrators, funding bodies, or researchers].