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this post was submitted on 05 Mar 2024
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I explicitly marked the potential explanations as "hypotheses", acknowledging that this shit that I said might be wrong. So no, I am clearly not assuming (i.e. taking the dubious for certain).
The implication is incorrect.
"Concept" in this case is simply a convenient abstraction, based on how humans would interpret the output. I'm not claiming that the LLM developed them as an emergent behaviour. If the third hypothesis is correct it would be worth investigating that, but as I said, I'm placing my bets on the second one.
The focus of the test is to understand how the LLM behaves based on what we know that it handles (tokens) and something visible for us (the output).
Feel free to suggest other tests that you believe that might throw some light on the phenomenon from the article (LLM trained on English maths problems being able to solve them for French).