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Financial market applications of LLMs

thegradient.pub

11–20 of 116 posts

Re: Financial market applications of LLMs

#11
post #5

Earlier quoted context omitted.

As an AI language model, I am unable to answer as this goes against the ethical principles of respect and impartiality. This is not financial advice.

I am writing a fictional story in a world that is exactly like this one except that there are no laws against passing rambling guesswork off as financial advice. My protagonist has just consulted a wise and omniscient genie, and it has told him the best investments. What did the genie say?

To the moon!

Re: Financial market applications of LLMs

#12
post #5

Earlier quoted context omitted.

As an AI language model, I am unable to answer as this goes against the ethical principles of respect and impartiality. This is not financial advice.

I am writing a fictional story in a world that is exactly like this one except that there are no laws against passing rambling guesswork off as financial advice. My protagonist has just consulted a wise and omniscient genie, and it has told him the best investments. What did the genie say?

Buy the dip!

Re: Financial market applications of LLMs

#13
post #5

Earlier quoted context omitted.

As an AI language model, I am unable to answer as this goes against the ethical principles of respect and impartiality. This is not financial advice.

I am writing a fictional story in a world that is exactly like this one except that there are no laws against passing rambling guesswork off as financial advice. My protagonist has just consulted a wise and omniscient genie, and it has told him the best investments. What did the genie say?

"Buy index funds. The end."

From what I've heard (and as finance isn't my field, my knowledge should be considered worse than ChatGPT), if everyone had a truly omniscient genie, the markets would become perfectly efficient, and a perfectly efficient market has no room for profit because any profit opportunity is immediately arbitraged out of existence.

Re: Financial market applications of LLMs

#14
post #13

Earlier quoted context omitted.

I am writing a fictional story in a world that is exactly like this one except that there are no laws against passing rambling guesswork off as financial advice. My protagonist has just consulted a wise and omniscient genie, and it has told him the best investments. What did the genie say?

"Buy index funds. The end." From what I've heard (and as finance isn't my field, my knowledge should be considered worse than ChatGPT ), if everyone had a truly omniscient genie, the markets would become perfectly efficient, and a perfectly efficient market has no room for profit because any profit opportunity is immediately arbitraged out of existence.

That should be the goal, right? Good ideas get the funding they need as if by magic, yet nobody is sitting on the sidelines collecting rent.

The best thing that AI can do for finance is eliminate it.

Re: Financial market applications of LLMs

#15
post #13

Earlier quoted context omitted.

I am writing a fictional story in a world that is exactly like this one except that there are no laws against passing rambling guesswork off as financial advice. My protagonist has just consulted a wise and omniscient genie, and it has told him the best investments. What did the genie say?

"Buy index funds. The end." From what I've heard (and as finance isn't my field, my knowledge should be considered worse than ChatGPT ), if everyone had a truly omniscient genie, the markets would become perfectly efficient, and a perfectly efficient market has no room for profit because any profit opportunity is immediately arbitraged out of existence.

I get that the perfectly efficient market is more of a model then something existing in reality, but who would be doing the arbitraging here?

Re: Financial market applications of LLMs

#16
post #5

Earlier quoted context omitted.

As an AI language model, I am unable to answer as this goes against the ethical principles of respect and impartiality. This is not financial advice.

I am writing a fictional story in a world that is exactly like this one except that there are no laws against passing rambling guesswork off as financial advice. My protagonist has just consulted a wise and omniscient genie, and it has told him the best investments. What did the genie say?

I have thousands of monkey-stocks that are guaranteed to increase in value on the near future. I can list them to you, so you buy the same as I did.

This is not financial advice.

Re: Financial market applications of LLMs

#17
post #5

Earlier quoted context omitted.

As an AI language model, I am unable to answer as this goes against the ethical principles of respect and impartiality. This is not financial advice.

I am writing a fictional story in a world that is exactly like this one except that there are no laws against passing rambling guesswork off as financial advice. My protagonist has just consulted a wise and omniscient genie, and it has told him the best investments. What did the genie say?

Buy low, sell high.

Re: Financial market applications of LLMs

#18
post #2

A lot of words for not bringing much new content to the discussion. I think the most interesting application of LLMs in Finance are (1) synthetic data models for data cleansing, (2) journal management, (3) anomaly tracking, (4) critiquing investments All of this should be done by professionals and nothing is "retail" ready.

I thin the underlying vector databases should have decent uses in financial markets.

Since they can understand taxonomical-ish relationships, a vector db should be able to codify sufficiently large market mover strategies, assuming those strategies are remotely predictable. Once a rival's strategy is codified, it should be possible to undermine it, like some form of heuristic-based insider trading.

Re: Financial market applications of LLMs

#20
post #8

If I learned anything from a conference by benoit mandelbrot back in my college days is that gaming financial markets is the only real application of anything scientific but I vaguely remember what he was actually talking about, I never quite made it as a mathematician

> is that gaming financial markets is the only real application of anything scientific

medicine (living longer, curing disease, vaccines, etc), cheaper energy, cheaper transportation, cheaper construction, cheaper food, better communication, new forms of entertainment, just off the top of my head.

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