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> LLMs (which are paid by the token)

Straight-forwardly true and yet I'd never thought about it like this before. i.e. that there's a perverse incentive for LLM vendors to tune for verbose outputs. We rightly raise eyebrows at the idea of developers being paid per volume of code, but it's the default for LLMs.




Only while a vendor is ahead of the others. We developers will favour a vendor with faster inference and lower pricing.


I think real endgame is some kind of "no win no fee" arrangement. In the case of the article in the OP, it'd be if they billed clients per "addressed" comment. It's less clear how that would map onto someone selling direct access to an LLM, though.


then, cartels


LLMs are paid by input token and output token. LLM developers are just as incentivized to give quality output so you make more calls to the LLM.


In the current landscape I think competition handles this neatly, especially since open models have almost the opposite incentive (training on concision is cheaper). As siblings note, Claude tends to be a little less verbose. Though I find they can all be quite concise when instructed (e.g. “just the code, no yapping”).


It's why I prefer Claude to let's Chat GPT. I'm paying for tokens generated too.




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