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Data Privacy and Ethics
Examples and scenarios are illustrative. Any resemblance to real individuals or organizations is coincidental unless explicitly stated. When implementing multimodal AI, ensure compliance with applicable privacy, security, accessibility, and AI governance regulations, including consent and data minimization.

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Acknowledgments
The author thanks contributors, peer reviewers, and subject-matter experts who provided feedback on drafts, as well as practitioners who shared implementation insights.