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Your donation supports responsible educational research, legal aid for families, and independent reporting. As a U.S. 501(c)(3) nonprofit, every contribution is tax-deductible and every dollar is stewarded transparently.
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Every dollar supports research and the people it serves.
We do not publish percentage allocations we cannot yet verify. Instead, here is exactly what your contribution supports today.
Longitudinal studies on how children develop across classrooms, homes, and years.
Responsible, human-supervised AI models that support educators — never replace them.
Small, ethically reviewed pilots with schools, families, and community partners.
Structured observation frameworks and training co-designed with classroom educators.
Security engineering, consent tooling, and independent ethics review for anything touching minors.
Scholarships and stipends for student researchers contributing to open educational science.
Your gift is tax-deductible.
- Tax-deductible in the United States
- Automatic email receipt after every donation
- 501(c)(3) nonprofit organization
- EIN available upon request
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All donations go directly to the cause. For questions or alternative payment methods, please email info@serbiantransparency.org.
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Learn More“We are committed to responsible stewardship of every donation. Annual transparency reports, grant reports, and organizational updates will be published as they become available.”
Thank You
Every contribution helps advance responsible educational research focused on helping children, supporting teachers, and improving educational opportunity through ethical AI.