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This is not possible without LLMs. The interesting stuff is not the numbers but the soft values and insights. Go check out the example reports. With that said,
by Kiro 2y ago
This is not possible without LLMs. The interesting stuff is not the numbers but the soft values and insights. Go check out the example reports.
With that said, I agree that hedge funds probably already have their own internal versions of this.
- Etheryte 2y agoThis is a good example of Dunning-Kruger, no offense. Sentiment analysis has been used as a tool to guide investments since the late 90s and there are companies out there who have been doing it for decades. LLMs didn't really break any new ground here, they just made this more accessible for the masses.
- petesergeant 2y ago> Sentiment analysis has been used as a tool ... since the late 90s Yes! > LLMs didn't really break any new ground here I don't think this is true. LLMs are a gigantic leap forward from any traditional sentiment analysis I've seen. Pre-2013, bag-of-words and TF-IDF were still state of the art. Call me out if you think I'm wrong, but hand-waving away the transformative power of LLMs here because we had some sentiment analysis approaches before seems unfair.
- Kiro 2y agoSounds like you are the one suffering from Dunning-Kruger. Just check out one of the reports and you will see that it's lots more than just "sentiment analysis", and much more dynamic.