AI upends data classification — humans no longer create most data
Data governance frameworks assume humans are the primary data source. AI training and inference have inverted that premise.
The explosion of synthetic, ephemeral, and derivative data—“data dust”—now outnumbers human-generated records in many systems, forcing a rethink of retention, classification, and compliance rules built for a different era.