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ChatGPT can help yield more accurate stock trading predictions – study

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21–30 of 58 posts

Re: ChatGPT can help yield more accurate stock trading predictions – study

#21
post #7

We have very sophisticated technical forecasting algorithms. I doubt ChatGPT could improve there. Where it may be excellent though is in “sentiment analysis” which plays a role in forecasting.

I wonder why despite all of this, nearly all active money management funds perform below S&P.

I would wager that the period of actively-managed funds underperforming the broader market overlaps with the period of Federal Reserve largesse.

Re: ChatGPT can help yield more accurate stock trading predictions – study

#22

So what happens when we can predict stock market with much more confidence? What kind of effects would this have on the market. Corporations having much better predictions but also the average person.

They are complex systems that are both traded and counter-traded, and more. So you have to ask after those questions in a positional mindset, and prepare for the million little details to be the part that threatens the entire premise.

I'd personally rather see it predict the weather in some ways, for one because the insights would be more instantly tractable.

Re: ChatGPT can help yield more accurate stock trading predictions – study

#26
post #19

I feel compelled to write this though it's only tangentially relevant to the article and is an adaptation of Taleb's story of stock-picking monkeys[1] from either Fooled by Randomness or The Black Swan: Say you have an email list of 100000 investors, you ask ChatGPT to produce 100000 predictions and send these out to each investor. Assuming ChatGPT is as good as a coin flip, 50000 investors receive good predictions.…

What sort of market prediction is decided by coin flip though? This makes more sense in the context of a binary outcome like sports betting in which you are betting on a team either winning or losing.

Re: ChatGPT can help yield more accurate stock trading predictions – study

#27

I don't trust my own judgement when it comes to stocks,no way I am ever going to trust that model to get predictions.

I get where you're coming from and I wouldn't do that either but... we do use it for code, sometimes in languages we don't know, and 8 times out of 10 it works. It does know something (many things) we (as individuals, not humanity) don't know.

Re: ChatGPT can help yield more accurate stock trading predictions – study

#28
post #3

Can ChatGPT predict all future world events and all the overall reactions to them? I'd easily pay $5 a month for that service.

when it was first released i made it tell me about its assessment of the War (its data was until 2021 and did not know about it). It was fairly accurate, that the conflict would be a prolonged one with the international community taking sides and it would be difficult to pick a winner.

Re: ChatGPT can help yield more accurate stock trading predictions – study

#29
post #19

I feel compelled to write this though it's only tangentially relevant to the article and is an adaptation of Taleb's story of stock-picking monkeys[1] from either Fooled by Randomness or The Black Swan: Say you have an email list of 100000 investors, you ask ChatGPT to produce 100000 predictions and send these out to each investor. Assuming ChatGPT is as good as a coin flip, 50000 investors receive good predictions.…

What sort of market prediction is decided by coin flip though? This makes more sense in the context of a binary outcome like sports betting in which you are betting on a team either winning or losing.

Buy stock X - it will definitely go up in the next week!

Re: ChatGPT can help yield more accurate stock trading predictions – study

#30
post #14

It's almost certainly expected. These models are argued to contain hidden models of the data they represent, and can pick up on patterns with one-shot or few-shot samples Let's recall that Bob Mercer, Jim Simons made their billions off of trading options with NLP based hidden markov models, beating everyone on Wall St for the last two decades. ChatGPT is an easy entry to this

hidden markov models

people keep bringing this up. What evidence is there that this is his firm's method? And if so, how would it work.

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