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Large enterprises incur approximately $1.6 million in extra costs to rectify errors and "AI Slop" generated by models.

Impact: ROI is eroded by remediation expenses, indicating that data hygiene and process cleanup are more critical than tool adoption volume.

— from AI Cognitive Impact and Enterprise Scaling Realities · AI FIRST Podcast· Apr 03, 2026