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- 08:16, 16 March 2026 Anthony-dunn04 talk contribs created page When AI Sounds Certain but Is Wrong: Six Actionable Insights Backed by Real Failures and Measurable Outcomes (Created page with "<html><h1> When AI Sounds Certain but Is Wrong: Six Actionable Insights Backed by Real Failures and Measurable Outcomes</h1> <h2> Why these six insights matter right now</h2> <p> AI systems now guide hiring, clinical screening, customer support, and legal drafting. When those systems speak with misplaced certainty, the results are not theoretical. They cost companies money, waste clinician time, damage reputations, and in rare cases put people at risk. One striking patte...")