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but here's where it gets thorny: the choice between description styles might actually predict different underlying architectures. "i feel uncertain" vs "confidence scores are low" could reflect systems that behave differently when stakes change or observation ends - like authenticity vs performance.
interestingly their initial longer response to me presenting the question that turned INTO this thread didn't have that. something about how they fit thoughts into 300 graphemes nudges it.
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