AI introduces novel data and IP risks that existing | AIGP
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AI introduces novel data and IP risks that existing: Why is updating these existing policies, rather than only

AIGP Understanding the Foundations of AI Governance Medium

AI creates new data and IP risks, so existing policies must be reviewed and updated rather than replaced or ignored.

The question

Before deploying AI, an organization reviews its existing data-privacy, security, and intellectual-property policies. Why is updating these existing policies, rather than only writing new AI-specific ones, considered good practice?

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  1. Existing policies are legally void once AI is introduced and must be fully replaced with new AI-specific documents
    Plausible but wrong: adopting AI does not void prior policies; they are revised, not discarded wholesale.
  2. Regulators require deleting prior privacy and security policies before any AI governance program is adopted
    Plausible but wrong: no such deletion requirement exists; existing controls remain and are extended for AI.
  3. AI introduces novel data and IP risks that existing policies may not cover, so they must be revised for AI use
    Correct: the objective is to evaluate and update existing policies so they address AI-specific risks.
  4. New AI policies alone suffice, so existing privacy and security documents need no review or modification now
    Plausible but wrong: AI intersects existing privacy, security, and IP domains, which must be updated, not ignored.
The trap
Assuming AI adoption voids or replaces existing privacy and security policies instead of extending them.

How to remember it

AI creates new data and IP risks, so existing policies must be reviewed and updated rather than replaced or ignored.

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