Trust & Safety

Privacy-First, Baby-First

Aligned with UNICEF's AI for Children and the Belmont Principles.

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On-Device AI

All inference local. Video analyzed and discarded in real-time.

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Zero-Knowledge

Works offline. Only encrypted summaries sync. AES-256.

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Transparent AI

Every alert explains which sensors triggered it and why.

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Diverse Data

Training data spans ethnicities and developmental stages. Independent audits.

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Parent Control

You decide what's collected, stored, and shared.

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Clinical Support

NestSense supports β€” never replaces β€” clinical judgment.

Keeping Your Child Safe in the Age of AI

These technologies are powerful β€” but they need guardrails. Here's what parents should know about the ethics of AI in pediatric care.

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Data Privacy

Facial images and health data from your baby are extremely sensitive. UNICEF guidelines require that children's data be given the highest level of protection, and parents should always know what data is collected and how it's stored.

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Fairness & Bias

AI models trained on limited datasets may be less accurate for children of different ethnicities, skin tones, or developmental stages. Researchers are working to build diverse training data, but parents should be aware this is an ongoing challenge.

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AI Supports, Not Replaces

AI should be a "second opinion," not the final word. The goal is to augment β€” not replace β€” the clinical judgment of your child's doctor and your own instincts as a parent.

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Informed Consent

You have the right to know when AI is involved in your child's care. Some systems collect more data than parents realize (a "vital sign camera" may also be tracking emotional states). Always ask what data is being captured.

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Accountability

If an AI system gives an incorrect pain assessment, who is responsible? Only one-third of pediatric surgeons have used AI, and most express concern about liability. Clear rules are still being developed.

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Child's Best Interest

UNICEF's framework is clear: the primary goal must always be pain relief and better care β€” not data collection for hospital efficiency or research purposes. Your child's well-being comes first.