Deadline: 21-Aug-2026
Coefficient Giving is seeking global applications for projects that improve health and economic outcomes in a world potentially reshaped by transformative AI. The initiative provides total funding of $10 million to $30 million, with grant levels ranging from under $100,000 to $10 million for research, field-building, implementation, institutions, policy, and infrastructure projects.
Overview
Coefficient Giving supports work that prepares society for the opportunities and risks of transformative artificial intelligence.
The initiative focuses on measurable impact, implementation, public communication, policy engagement, and field-building. It supports projects that strengthen resilient communities, improve digital society systems, and explore how AI may transform global health, biomedical research, economic systems, and public institutions.
Key Details
- Funder: Coefficient Giving
- Total funding available: $10 million–$30 million
- Grant levels: Exploratory, Standard, and Large grants
- Grant size range: Under $100,000 to $10 million
- Eligible applicants: Global
- Typical grant duration: Up to two years
- Priority: Measurable impact, field-building, policy engagement, implementation
- Encouraged applicants: LMIC-focused projects and new entrants to AI futures work
Focus Areas
The initiative supports projects connected to transformative AI, health, economic outcomes, resilience, and digital society.
Key focus areas include:
- Transformative AI and society
- Global health and biomedical research
- Drug discovery and clinical trials
- Health data infrastructure
- Regulatory systems
- Manufacturing and distribution
- Access to healthcare
- Community resilience
- Emergency preparedness
- Cultural infrastructure
- Access to justice
- Digital society systems
- Field-building
- Public communication
- Policy engagement
- Low- and middle-income country contexts
Key Concepts Explained
What is Transformative AI?
Transformative AI refers to advanced artificial intelligence systems that could significantly reshape economies, institutions, scientific research, healthcare, governance, and social systems.
What is Field-Building?
Field-building means creating the people, institutions, research agendas, networks, tools, and public understanding needed to advance an emerging area of work.
What is Community Resilience?
Community resilience refers to the ability of communities to prepare for, respond to, and recover from crises such as emergencies, economic shocks, public health threats, or technological disruption.
What is Cultural Infrastructure?
Cultural infrastructure includes the institutions, norms, networks, spaces, and practices that help communities build trust, coordinate action, share knowledge, and sustain social cohesion.
What is AI in Biomedical Research?
AI in biomedical research refers to using artificial intelligence to accelerate drug discovery, clinical trials, regulatory review, manufacturing, health data systems, and other parts of the healthcare innovation pipeline.
Grant Levels
Exploratory Grants
Exploratory grants are available for amounts below $100,000.
They support:
- Early-stage research
- Scoping work
- Prototype development
- Initial field exploration
- Small pilot activities
Standard Grants
Standard grants range from $100,000 to $1 million.
They support:
- Research programmes
- Hiring
- Small initiative launches
- Implementation pilots
- Policy or public communication work
- Field-building activities
Large Grants
Large grants range from $1 million to $10 million.
They support:
- Building institutions
- Creating new organizations
- Major policy projects
- Infrastructure development
- Large-scale implementation
- Long-term field-building efforts
Who is Eligible?
Eligibility is global.
Eligible applicants include:
- Individuals
- Academic institutions
- Think tanks
- Nonprofits
- Appropriately structured for-profit entities
Projects from or directly engaging with low- and middle-income country contexts are especially encouraged.
The initiative also welcomes applicants who have not previously worked on AI futures, especially where their work can contribute useful expertise, institutions, or implementation capacity.
What Types of Projects Are Encouraged?
The initiative encourages proposals that:
- Improve health outcomes in a future shaped by AI.
- Strengthen economic resilience.
- Build new organizations or institutions.
- Improve public communication on AI and society.
- Engage policymakers.
- Support community-level resilience.
- Improve emergency preparedness systems.
- Explore AI’s impact on biomedical research.
- Address bottlenecks in regulation, distribution, and access.
- Build capacity in LMIC contexts.
Policy and Public Communication Requirement
Most funded projects are expected to include a public communication or policy engagement component.
This may include:
- Policy briefs
- Public reports
- Stakeholder convenings
- Government engagement
- Community outreach
- Media communication
- Educational resources
- Research dissemination
How to Apply
Step 1: Define the Problem
Identify a clear health, economic, resilience, or digital society challenge linked to transformative AI.
Step 2: Select the Right Grant Level
Choose the funding level that matches the project stage:
- Exploratory for early-stage work
- Standard for research programmes or small initiatives
- Large for institutions, major policy work, or infrastructure
Step 3: Show Measurable Impact
Explain the expected outcomes and how the project will measure success.
Step 4: Explain AI Relevance
Describe how transformative AI could affect the problem and how the project prepares for or responds to that shift.
Step 5: Include Policy or Communication Plans
Add a clear plan for public communication, policy engagement, or stakeholder outreach.
Step 6: Prepare the Budget and Timeline
Create a realistic budget and timeline, generally up to two years.
Step 7: Highlight Team Capacity
Show why the applicant or team is well placed to carry out the project.
Step 8: Submit the Proposal
Submit the application according to Coefficient Giving’s requirements.
Why It Matters
Transformative AI could change healthcare, economic systems, public institutions, and community resilience.
This initiative matters because it supports:
- Better preparation for AI-driven social change.
- Stronger global health systems.
- More resilient communities.
- Improved policy and regulatory readiness.
- Faster and safer biomedical innovation.
- Greater focus on access and distribution.
- New organizations and fields of expertise.
- Inclusion of LMIC perspectives in AI futures work.
Common Mistakes to Avoid
Applicants should avoid:
- Submitting a project with unclear AI relevance
- Failing to show measurable impact
- Choosing the wrong grant level
- Ignoring policy or public communication components
- Providing a weak implementation plan
- Overlooking LMIC relevance where applicable
- Focusing only on research without a path to use
- Submitting a budget that does not match the project scope
- Failing to explain how the work strengthens the field
Tips for a Strong Proposal
Applicants should:
- Clearly define the AI-related challenge.
- Explain why the problem matters now.
- Show how the project will create measurable benefits.
- Include a practical implementation plan.
- Demonstrate policy or public engagement value.
- Highlight field-building potential.
- Include LMIC perspectives where relevant.
- Match the budget to the project scale.
- Explain how the work can influence future decisions, institutions, or systems.
Frequently Asked Questions
What is Coefficient Giving funding?
Coefficient Giving is funding projects that improve health and economic outcomes in a world potentially reshaped by transformative AI.
How much funding is available?
The initiative provides total funding between $10 million and $30 million.
What are the grant levels?
There are three grant levels: exploratory grants under $100,000, standard grants from $100,000 to $1 million, and large grants from $1 million to $10 million.
Who can apply?
Individuals, academic institutions, think tanks, nonprofits, and appropriately structured for-profit entities may apply globally.
Are LMIC-focused projects encouraged?
Yes. Proposals from or directly engaging with low- and middle-income country contexts are especially encouraged.
How long can projects run?
Most grants are designed to run for up to two years, depending on project scope and activity type.
Do proposals need a policy or communication component?
Yes. Funded work is generally expected to include policy engagement or public communication components.
Conclusion
The Coefficient Giving funding initiative supports ambitious projects that prepare health, economic, and community systems for a future shaped by transformative AI. With grants ranging from under $100,000 to $10 million, the programme supports early research, implementation, field-building, new organizations, policy projects, and infrastructure that can produce measurable impact and strengthen resilience worldwide.
For more information, visit Coefficient Giving.