AI is an invaluable tool for fundamental investors if strict guardrails are implemented to mitigate risks like hallucination and optimism bias.

“So um from a pro perspective, I think that AI can be an invaluable tool for fundamental focused investors like me to help them analyze uh analyze companies and analyze stocks. But you have to put in strong guard rails in place because because of that bias that's built into chatbt to be so positive a”

AI tools improve the speed and efficiency of financial research, but they do not replace the need for fundamental principles like return on capital and margin of safety.

“AI as a whole has sort of helped quant investing, uh I think it's made the research process a lot faster for us. But if you look at it from just from a pure stock perspective, I think they're going at some crazy valuations. So essentially um to justify those valuations that we are running at today, ”

AI is a valuable tool for summarizing credit documents and covenant characteristics, especially when dealing with high volumes of new bond issues.

“So, like you said, we can put in an offering statement, a road show, maybe multiple offering statements and utilize AI to summarize the credit characteristics, summarize the covenants that are embedded in each deal, and then very quickly be able to compare those across different deals”

AI models often exhibit risky behavior when tasked with a performance-based competition.

“they're being pretty risky. A lot of triples. This is not financial.”

Algorithmic trading amplifies market volatility and causes rapid, news-driven movements that do not necessarily reflect the true market sentiment.

“now you've got a bunch of algos that will read news, read really text reading algos and they will act faster than anyone can act and they just are smart enough to know if it's negative news or positive news and how negative is it and they have their sell or buy programs.”