Data debt: AI’s value killer hidden in plain sight
ID: f4900818-fcda-5cd1-a099-8d158e97ca21
STIX ID: report--f4900818-fcda-5cd1-a099-8d158e97ca21
Feed Name: CIO Security
The excerpt highlights how poor data quality ('data debt')—incomplete, inconsistent, or duplicated data—undermines AI deployments by causing model underperformance, exposing duplicate or unclear fields, and increasing iteration cycles and operational costs as teams spend time fixing data pipelines rather than improving models.
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