Support PWM

PWM is a fiscally sponsored project of NumFOCUS, a 501(c)(3) public charity. Donations are tax-deductible in the United States.

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NumFOCUS · 501(c)(3) public charity

NumFOCUS supports open-source scientific computing projects including NumPy, pandas, Matplotlib, Jupyter, and now PWM. Your donation funds dataset hosting, compute grants for open reproducibility runs, and community infrastructure.

EIN: 45-4502543 · All gifts are fully tax-deductible in the US.

What your donation funds

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Dataset hosting

GCS hosting for 172 open imaging datasets (CT, MRI, CASSI, and more), totaling hundreds of GB of freely downloadable benchmark data.

Compute grants

GPU credits for researchers who reproduce results and run blinded evaluations on the hidden test sets — enabling independent trust-tier verification.

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Red-team bounties

Bounties paid to community members who find and report fabricated results, dataset contamination, or physics-violating reconstructions.

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Infrastructure

Server costs, domain registration, SSL certificates, and on-chain indexer infrastructure that keeps the public explorer running 24/7.

How to donate

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Contact us directly

For gifts of any size — including multi-year pledges and in-kind compute donations — reach out to info@platformai.org. We will connect you with the NumFOCUS donation portal and provide a tax receipt.

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NumFOCUS online portal coming soon

Direct credit-card and ACH donations through the NumFOCUS fiscal sponsorship portal. Portal integration is in progress; use the email route above in the meantime.

Note: Donations are completely separate from the PWM token economy. You do not need to hold or purchase any PWM tokens to use the platform, and token purchases do not substitute for tax-deductible charitable giving. The nonprofit site and all benchmark data remain 100% free to access regardless of contribution level.