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A few months ago, someone asked Google for countries that start with an H. In German.
It listed Hungary, which is called "Ungarn" in German. OK, an understandable mistake. But then it gave the additional information that Hungary sometimes gets called Holland.
Two things upset me:
Nobody is talking about all the stupid mistakes AI is making. It should have all stopped after LLM AIs thought blueberry has 3 Bs in it.
I never hear about anything else
LLMs are really bad with letters, and in my limited understanding that’s because they don’t see words as strings of letters, they see them as tokens. It’s all numbers by the time the LLM is processing it.
We think in terms of tokens, too, but we have the ability to look under the hood at some of how our knowledge is constructed.
For the typical literate English speaker, we seamlessly pronounce certain letter combinations as different from the component parts (like ch, sh, ph, or looking ahead to see if the syllable ends in an E to decide how to pronounce the vowel in the middle). Then, entire words or phrases have a single meaning that doesn't get broken apart. Similarly, people who are fluent in multiple languages, including languages that use the same script (e.g., latin letters), can look at the whole string of text to quickly figure out which language they're reading, and consult that part of their knowledge base.
And usually our brains process things completely separately from how we read or write text. Even the question of asking how many r's are in "raspberry" requires us to go and count, because it isn't inherent in the knowledge we have at the tip of tongue. Someone can memorize a speech but not know how many times the word "the" appears in it, even if their knowledge contains all the information necessary to answer the question.
Even if we are actively thinking in the context of how words are constructed, like doing crosswords, these things tend to be more fun when mixed with other modes of thinking: Wordle's mix of both logic and spelling, a classic crossword's clever style of hints, etc.
Manipulation of letters is simply one mode of thinking. We're really good at seamlessly switching between modes.
Oh no I'm allergic to Bs
I can’t replicate it but at one point I asked why there were only 5 playable characters in a specific video game. Which the AI snippet tried to tell me that there were actually 120 playable characters.
Yeah.
EDIT. I’ll put this in a spoiler as it sort of is but the game in question was
Tap for spoiler
Clair Obscur: Expedition 33
You could argue there’s 6 total. But there’s only 5 at a given time , which given that you have a party of 3 and can have the other 2 come in as support I thought it was odd you didn’t have 6 at a given time. So I went to DuckDuckGo for speculation and it proudly said there were 120.
I was asked to evaluate the last version of Gemini for work. I set up the agent, gave it a robust gemini.md file, and asked it about a bug I was seeing. It told me the bug was because I had spelled "Arrange" with 3 Rs. Except:
Gemini 3 really had no where to go but up.
I once got an Agentic AI stuck in a loop where it kept proposing unrelated code to fix an issue. It would add it, break, then detect it was unrelated, delete it, retry and see the issue was still there. So it would add the code back and redo the loop.
Clearly we are on the path to replacing humans.
What's the problem here?
&udm=14 In the search url
I haven’t seen the movie, and don’t remember what was said about it. What did the AI get wrong?
Whoops…lol! Thanks for clearing things up!
I think you posted first I was just too lazy to copy the response twice. No shade meant or anything.
And no problem!
The answer is what matters. Thanks again!
this shit is so annoying when i click on all but accidentally click ai mode..... fuck off
word salad
