A company plans one identical technical AI course for executives, frontline users, reviewers, and engineers. What is the better training strategy?

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  1. Train only engineers because business users cannot affect AI outcomes.
  2. Use attendance at one presentation as proof of permanent competence.
  3. Teach only model architecture mathematics to everyone regardless of role.
  4. Provide role-based learning tied to the decisions and responsibilities each group has.

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