mismanagement bad data

mismanagement bad data illustration duplicates errors inaccuracy integrity corruption omissions discrepancies flaws anomalies noise confusion chaos misinterpretation distortion misleading inconsistency unreliability ambiguity deficiency contamination disorder misalignment miscalculation oversight negligence disarray compromise defect fallacy ai generated