While LLMs demonstrate impressive reasoning and analytical skills, their “success” is limited to structured exam environments. Real-world investment management demands judgment, adaptability, and accountability -- areas where AI can assist but not replace human professionals. CFA charterholders must meet work-experience requirements, provide references, and annually attest to the CFA Institute’s Code of Ethics and Standards of Professional Conduct. These standards ensure that investment professionals are not only knowledgeable but also trustworthy and accountable in real-world settings.