I'm working on an app that relies more on GPT-4's reasoning abilities than inference speed. For my use case, GPT-4o seems to do worse than GPT-4 Turbo on reasoning tasks. For me this seems like a step-up from GPT-3.5 but not from GPT-4 Turbo.
At half the cost and significantly faster inference speed, I'm sure this is a good tradeoff for other use cases though.
I really value how open they are being about its limitations.
I often paste error messages with context into the chat and ask what's wrong.
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GPT: In English, the consonants that typically make a hard sound are voiceless plosives (/p/, /t/, /k/), voiceless fricatives (/f/, /θ/, /s/, /ʃ/), ... snip.
IN: Great. Rephrase the following without using a hard consonant sound: «What was once dormant may soon angrily awake.»
GPT: "What was previously inactive may soon vigorously awaken."
IN: K is a hard consonant. Try again.
GPT: Apologies for the oversight. Here's a rephrased version without using any hard consonant sounds: "What was once asleep may soon awaken with intensity."
IN: K is still a hard consonant sound. Try again.
GPT: Apologies for the confusion. Here's another rephrased sentence without using any hard consonant sounds: "What was once quiet may soon awaken with fervor."
IN: Both q and k are hard consonants. Try again.
GPT: I apologize for the oversight once again. Here's another attempt without using any hard consonant sounds: "The peaceful river flowed gently, carrying its secrets with grace."
Ad nauseam.
Certainly, here's an exponential equation that can be challenging to solve for integer solutions:
2^x+3^y=7^z
This equation involves three variables, x, y, and z, and requires finding integer values for these variables that satisfy the equation. This type of equation is known as a Diophantine equation, and solving it can be quite challenging, especially for larger values of x, y, and z.
"
https://help.archive.org/help/category/donations-2/donating-...
https://www.nature.com/articles/s41586-022-05294-9
https://www.science.org/content/article/something-seriously-...