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A finance professional with 14 years of experience and CFA certification expresses skepticism about current AI applications in investing, citing overly optimistic or superficial results, and asks how others are effectively using AI.
Balyasny Asset Management built a sophisticated AI research engine using GPT-5.4 that has achieved 95% adoption across investment teams, reducing complex research tasks from days to hours while maintaining institutional compliance standards. The system demonstrates significant real-world impact in finance through specialized agents like Central Bank Speech Analyst and Merger Arbitrage Superforecaster.