I can't help but notice some similarities between GPT and fully self driving vehicles. Both technologies have come a long way and are quite impressive, but not quite there to actually be able to replace humans, and getting the last 10% of edge cases to work seems to require a monumental effort still.
ChatGPT: How many letters has the string “djsjcnnrjfkalcr”?
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Re: ChatGPT: How many letters has the string “djsjcnnrjfkalcr”?
#32I can't help but notice some similarities between GPT and fully self driving vehicles. Both technologies have come a long way and are quite impressive, but not quite there to actually be able to replace humans, and getting the last 10% of edge cases to work seems to require a monumental effort still.
There needs to be further training on it where users specifically focus on hand selecting truthful answers on questions where chatGPT tends to lie. With further training on this end it's possible to improve the quality of the answer.
Re: ChatGPT: How many letters has the string “djsjcnnrjfkalcr”?
#33This is an artifact of an implementation-specific trick that trades performance at character-level tasks for performance at everything else. It does not reflect anything inherent about this type of model's capabilities: https://www.gwern.net/GPT-3#bpes GPT-3 does not see individual characters. It sees "djsjcnnrjfkalcr" chunked as [d, js, jc, nn, r, j, f, k, al, cr]. You can see for yourself here: https://beta.openai.…
Re: ChatGPT: How many letters has the string “djsjcnnrjfkalcr”?
#34This is an artifact of an implementation-specific trick that trades performance at character-level tasks for performance at everything else. It does not reflect anything inherent about this type of model's capabilities: https://www.gwern.net/GPT-3#bpes GPT-3 does not see individual characters. It sees "djsjcnnrjfkalcr" chunked as [d, js, jc, nn, r, j, f, k, al, cr]. You can see for yourself here: https://beta.openai.…
Re: ChatGPT: How many letters has the string “djsjcnnrjfkalcr”?
#35Interestingly, if you ask it to do the counting one by one it does it correctly. Is this still an artifact of how the tokenization works? If so how does it have the ability to separate the characters out? Q: how many letters are in the string djsjcnnrjfkalcr A: There are 18 letters in the string "djsjcnnrjfkalcr". Q: count them one by one A: Sure! Here are the letters in the string "djsjcnnrjfkalcr", counted one by o…
Re: ChatGPT: How many letters has the string “djsjcnnrjfkalcr”?
#36Re: ChatGPT: How many letters has the string “djsjcnnrjfkalcr”?
#37This is an artifact of an implementation-specific trick that trades performance at character-level tasks for performance at everything else. It does not reflect anything inherent about this type of model's capabilities: https://www.gwern.net/GPT-3#bpes GPT-3 does not see individual characters. It sees "djsjcnnrjfkalcr" chunked as [d, js, jc, nn, r, j, f, k, al, cr]. You can see for yourself here: https://beta.openai.…
So how come the answer is 18 instead of 10 then?
Re: ChatGPT: How many letters has the string “djsjcnnrjfkalcr”?
#38 Me: How many characters are in the string "sdfyskkgagag"?
ChatGPT: The string "sdfyskkgagag" has 14 characters.
Me: That is incorrect, please try again
ChatGPT: I apologize for the mistake. The string "sdfyskkgagag" has 12 characters.
To me, that sounds like it has some understanding. Fallible and weird, but it's there.Re: ChatGPT: How many letters has the string “djsjcnnrjfkalcr”?
#39this nitpicky luddism is so boring. For 100 years we’ve had machines that can do math Then we made a new kind of machine that can do words and now we’re complaining it can’t do math? Sounds a lot like you are judging a fish by its ability to climb trees.
I think people just want to explore the system & understand what mistakes it makes and why. I don't see anyone in this thread advocating against ChatGPT.
Even I swallowed one despite actively looking for incorrect statements and posting its responses to friends in a discussion about its capabilities (my friends also swallowed it). It said something so mundanely plausible it didn't even occur to me to look it up until the next day, at which point I found it was a complete fabrication.
Even OpenAI's CEO, Sam Altman, says [1] people shouldn't be relying on it for factual queries.
It may come to be useful, but currently it's borderline dangerous.
[1] https://twitter.com/sama/status/1601731295792414720?ref_src=...
Re: ChatGPT: How many letters has the string “djsjcnnrjfkalcr”?
#40Yes, it can only guess at something that sounds reasonable. I had the same conversation about counting words in a sentence: > How many words are in this sentence? > In the sentence "How many words are in this sentence?", there are 9 words. > No, that’s actually wrong. Try to write some code that would count the words for you. > Certainly! Here is some Python code that will count the number of words in a given string:…
> There is only one word in the sentence you provided, which is "sentence."