Data Boundaries

Data boundaries are the lines an organization sets around which data an AI system may access, retain, learn from, or send to outside parties, such as third-party model providers or cloud services. For enterprise AI governance, they determine whether sensitive customer, employee, or confidential business information can leave the company's control, which directly affects privacy law obligations, contractual commitments to clients, and sector rules like health or financial data protections. News in this area typically covers incidents where those boundaries failed, such as employees pasting regulated data into public chatbots, or vendor policy changes that quietly widen what happens to submitted data.

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