Re:Telling GPT-4 you're scared or under pressure improves pe...
by mjburgess on Saturday November 04, 2023 @09:26AM
(#38140807)
It isnt making mistakes ... its never actually doing it.
Do you see a difference between the process of adding numbers and dividing by their count (taking a mean) and emitting numeric tokens which are most probable for a given input?
The former is called "taking a mean" the latter isnt. This system never engages in any method to summarise financial data. It's method is always the same: to emit tokens most probable given a set of historical tokens.
It's the difference between saying "the average of 1,2,3" is 2 because that sentence occurs 1,000,000 times and saying it's 2 because you've literally computed it.
This system does not run financial summary algorithms. It's a trick
Re:Telling GPT-4 you're scared or under pressure improves pe...
by sweetgiorni on Sunday November 05, 2023 @09:24AM
(#38151367)
To add to your point: try asking ChatGPT to do basic arithmetic on numbers it hasn't seen before. You'll see just how good it is at computation.
Re:Telling GPT-4 you're scared or under pressure improves pe...
by og_kalu on Sunday November 05, 2023 @01:24PM
(#38153957)
It's better (GPT-4) than you could manage without an external tool or pad. and that's after being severely hampered by tokenization. https://arxiv.org/abs/2310.02989
It's not, though. It is in fact able to summarize financial data, just as it's able to write code and diagnose a medical condition. It makes mistakes, yes, even grave ones, much more so than experts in those fields would.