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Brett Caughran highlights the importance of having analysts build all models from scratch to help them better understand the businesses they study.
He further observes that in today's hedge fund landscape, which is dominated by multi-manager structures, teams frequently move between firms. This often means that when teams transition, they may be leaving behind their previous analytical frameworks and processes.
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Caughran recently noted that AI has successfully built a financial model for MU that matched the work quality of junior analysts, demonstrating the growing role of automation in finance here. He has also observed that most equity investment firms still depend on tools such as Excel and Bloomberg, with few startup software firms reaching billion-dollar valuations here. These observations provide context for his views on analyst development and shifting industry practices.