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All of what you described can change wildly from model to model. Even across different versions of the same model.

Maybe a database could be built with “tells” organized by model.



Exactly. Fixing the old tells just means there are new ones.


> Maybe a database could be built with “tells” organized by model.

Automated by the LLMs themselves.


No thanks, I’d like it to be accurate ;)

Regular ol tests would do


I should have been more precise. I meant the LLMs would output their tells for you, naturally. But that's obvious.


They can’t know their own tells… that’s not how any of this works.

Thinking about it a bit more, the tells that work might depend on the usage of other specific prompts.


Not sure why you default to an uncharitable mode in understanding what I am trying to say.

I didn't say they know their own tells. I said they naturally output them for you. Maybe the obvious is so obvious I don't need to comment on it. Meaning this whole "tells analysis" would necessarily rely on synthetic data sets.




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