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The Problem With Solving One Compliance Risk by Creating Another
Organizations that have internalized the data leakage risk of AI tools often implement a logical-seeming fix: anonymize sensitive content before it reaches AI providers, using permanent or one-way anonymization that cannot be reversed.
The logic is sound on the security side. Cyberhaven's Q4 2025 analysis found that 34.8% of content submitted to ChatGPT contains sensitive information. The Ponemon Institute's 2024 research...