Coordination is Key to CDO Success

Chief Data Officers (CDOs) are one of the newer positions in government, but their role is quickly becoming one of the most critical. A CDO is charged with overseeing data-related functions, including data management, ensuring data quality, and creating data strategy. For government agencies, this requires close coordination with the Federal Data Strategy and the DoD Data Strategy.

Both of these documents define the specific roles and responsibilities of data officers and provide a framework for working with and securing data. Of course, each agency has unique requirements and missions, leaving the CDO to work out how to apply this guidance and standards to their organization.

Agencies are meeting these guidelines and integrating CDOs in different ways. The Department of Homeland Security (DHS) recently announced a department-level CDO office to better integrate data into its operations and those of other agencies. The need for this level of coordination was underscored as DHS launched a department-wide COVID-19 vaccination campaign in partnership with the Department of Veterans Affairs health centers. DHS needed to identify, contact and manage responses from workers, which meant collecting and reconciling many different datasets from across the department.

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Using AI to Modernize Old Techniques

Artificial Intelligence is being implemented across government to modernize and automate traditional manual processes. For many organizations, this means taking paper-based, tedious, error-prone tasks and turning them over to a machine for automated completion. Beyond using AI to hand off tasks best completed by machines -- those that are rote and repetitive -- agencies are also looking at ways to introduce the technology into already complex human-driven activities to make them even more effective and efficient.

Researchers at Dartmouth College's Department of Computer Science have taken a technique that proved valuable in WWII and applied AI to extend the usefulness of the method. A canary trap is a technique that plants different instances of false information in documents. If one of those documents is leaked, the canary will "sing," identifying the leaker. For example, in WWII British intelligence agents planted false documents on a corpse to trick Nazi Germany into preparing for an assault on Greece while the Allies invaded Sicily. The team at Dartmouth created a modern version, WE-FORGE, that plants different instances of false information in documents. The process is relatively simple when creating a small number of variations in a handful of documents, but to extend it to large scientific or technical documents, AI is essential. WE-FORGE uses natural language processing to generate multiple fake files that are believable yet incorrect.

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