Knowledge graphs and ontologies would be a good place to start.
Very much resonate to this notion. Trading is the result of it but not where needs study. It's the innate relations that drives the movement. With the insights you would be able to predicate, doesn't matter long term or short term or however the alpha there is. The question is, how can AI help it.
Based on what we know about chatgpt today, it can digest news, it can interpret text, it can handle reasoning to some extent (must be careful with it), it can certainly help with coding if coding is needed to automate certain things but this is pretty much it. One maybe able to train the LLM specifically for financial market, but that's not for average Joe as the pre-training takes deep pocket that I'm sure big institutes are already exercising.It's worth noting it's the deep pocket made the AI breakthrough possible, not the algorithm or sciences. So anything worth discussing here must be outside the box.
Perhaps an external graph database that interacts with chatgpt would suffice our needs. That'd be an interesting pursuit. Apparently it doesn't limit to trading as after all financial market is only a manifest of the world and society, some may refer it the financial universe so to speak.
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