this post was submitted on 29 Jun 2024
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LLMs don’t know if what they’re telling you is true or not, out of the box. It’s gonna give you an answer that statistically looks like a sequence of words that should come in response to the sequence of words (the prompt) you gave it. It doesn’t know what the words you said mean, and it doesn’t know what it answered means either. One of my favorite interactions I’ve had with Claude shows this limitation quite well…
How many r's are there in the word strawberry?
Are you sure?
Wow, GPT4o gave me this after the same questions:
“Yes, I am sure. The word “strawberry” has two “r”s: one after the “t” and another near the end of the word.”
But GPT4 got it right from the start.