Apply to Contribute
We believe advancing safe and responsible healthcare AI is a shared effort. That’s why we welcome contributors who want to help us push the future forward by researching open questions, strengthening compliance understanding, and expanding our library of trusted resources.
By applying to contribute, you’ll join a growing network of peers working at the intersection of AI, healthcare, and compliance. Together, we explore risks, map regulatory requirements, and share insights that make healthcare AI safer, fairer, and more transparent.
What Contributors Do
As a contributor, you’ll support our mission through hands-on research and knowledge sharing:
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Research emerging topics connected to our focus areas: regulations, hallucinations, bias, and explainability.
- Propose updates to our content library — filling gaps, clarifying complex ideas, and making resources more usable for clinics, startups, and regulators.
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Collect and organize official resources (laws, standards, frameworks, case studies) to strengthen our evidence base.
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Tackle unanswered questions around bias testing, transparency methods, and practical safeguards for generative AI.
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Collaborate with peers in healthcare AI, compliance, and research to exchange perspectives and sharpen your expertise.
This is a fully voluntary program. There is no financial compensation for contributions. You should participate for your own learning, skill development, and resume building. Many contributors find the experience valuable as a way to:
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Gain practical exposure to compliance and AI regulations.
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Build a demonstrable track record of applied work in healthcare AI.
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Connect with like-minded peers working on the same challenges.
Who Can Apply
We encourage applications from people who are passionate about healthcare, technology, and compliance, including:
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Practitioners and researchers with insights from healthcare, law, or technology who want to collaborate.
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Students and interns looking to build real-world experience in AI governance and healthtech.
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Career transitioners moving into healthcare, compliance, or AI and seeking applied research opportunities.
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Early-career professionals wanting to strengthen their research profile and contribute to a trusted knowledge base.
No single background is required. What matters most is curiosity, commitment, and a willingness to dig into complex questions with honesty and rigor.