Systemic Altruism
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Justice & public goodsPreliminary editorial review

Python Software Foundation

Supports Python, PyPI and the contributor ecosystem that nonprofit analysts, researchers and software builders can reuse.

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Systemic Altruism practice potential: 78–88/100
90% of weighted axes reviewed. A mechanism hypothesis, not proven effectiveness or a donation recommendation.

Who this work enables

Tools & support for charities: Language, packaging and community infrastructure available to nonprofit developers and researchers alongside other users.

Open-source evidence · license checked

License checked 2026-10-27. This is not a security audit, proof of current support or effectiveness, or a promise of free hosting. A sponsor or steward is not necessarily the sole developer. Unchecked profiles are not evidence of closed code. No extra score points are added.

Humanity’s Checklist source match

Gatekeepers · Coordination — editorial, partial alignment.

Shared technical infrastructure lowers entry barriers and coordination costs for builders. It does not itself redistribute decision rights over the applications built with it.

Explicit checklist adoption: not verified. A mechanism match is not an affiliation, endorsement, evidence of effectiveness or a scoring bonus. Read the practice.

Focus classification: 2026-10-27. Based on the organization’s dated official sources below; earlier axis-review dates are unchanged.

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The proposed pathway

Shared language and package infrastructure for public-interest implementers

Six dimensions, with rationale

Structural depth

3 / 4

Supports shared technical capabilities and public reuse rights rather than directly changing the institutions that produce poverty or exclusion.

Institutional reach

4 / 4

Python and package infrastructure can enable many fields and organizations; widespread use is not proof of beneficial social outcomes.

Durability

3 / 4

Reusable licensed code and a contributor ecosystem can survive individual grants, while secure releases and package services require continuing work.

Scalability

4 / 4

Common software can be reused across many projects; skills, reliable maintenance and safe deployment remain real costs.

Funding additionality

Unreviewed

Unknown: current PSF funding bottlenecks, alternative sponsors, maintenance capacity and the effect of another unrestricted donation were not audited.

Community agency

Unreviewed

Unknown: nonprofit membership and contributor participation do not establish consequential control by the communities affected by downstream Python applications.

Evidence and selection

Organization reported; current primary mechanism sources inspected and named license file checked

Illustrative inclusion to examine this mechanism. Inclusion is not an external recommendation or a verified comparative ranking.

A testable next question

Does additional PSF-supported maintenance measurably reduce critical infrastructure failures or nonprofit implementation costs compared with credible alternative funding?

Review confidence: Moderate for documented design; low for systemic attribution. The US scientific and educational public charity’s Python/community infrastructure role; CPython is one inspected example, not an assessment of every Python package or user.

What remains uncertain

General-purpose software is not charity-exclusive and can enable harmful as well as beneficial uses. No security audit, dependency audit or assessment of all PyPI packages was performed. Maintaining public infrastructure is different from proving the additional impact of a donation.

Sources to inspect

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Axis review: 2026-10-27 · weighting method v0.2 (2026-10-26) · Method, conflicts and coverage