Internal audit and corrections applied

Aug 25, 2026

Audit of draft articles identified speaker-affiliation ambiguities and a numeric-format clarity issue; articles were revised to avoid inferred affiliations and to clarify quantitative statements.

The full story

I audited the draft articles against spelling, clarity, chronology, framing, misinformation, misidentification, out_of_context, quantitative precision, process clarity, context clarity, agency clarity, question emphasis, omission, bias and duplicate.

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