Systemic Altruism
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Justice & public goodsPreliminary editorial review

Code for America

Partners with US government institutions to build digital tools, improve public programs and change service-delivery policies.

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Systemic Altruism practice potential: 68–78/100
90% of weighted axes reviewed. A mechanism hypothesis, not proven effectiveness or a donation recommendation.

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The proposed pathway

Public-service tools and government implementation reform

Six dimensions, with rationale

Structural depth

3 / 4

Targets institutional routines, policies and service interfaces, not just helping one person complete an application.

Institutional reach

3 / 4

Works with US government institutions at several levels across safety-net, tax and justice programs; this is national institutional potential.

Durability

3 / 4

Government adoption of improved routines could outlast a grant, conditional on public budgets, maintenance and political continuity.

Scalability

3 / 4

Shared implementation patterns can extend to other jurisdictions, but legal rules, procurement and system integration remain substantial constraints.

Funding additionality

Unreviewed

Unknown: a current marginal funding gap, counterfactual and delivery capacity have not been audited.

Community agency

Unreviewed

Unknown: people-centered design is not proof that affected residents have binding authority over institutional or charity decisions.

Evidence and selection

Organization reported; official approach and program description

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

A testable next question

Do redesigned services sustainably improve eligible residents' access and reduce administrative burdens relative to comparable services without increasing exclusion or error?

Review confidence: Moderate for documented mechanism; low for systemic attribution. Documented government-service and implementation approach; not an audit of every project or AI deployment.

What remains uncertain

A simpler application or digital tool is not necessarily more equitable access. Exclusion, erroneous decisions, privacy, system maintenance and policy implementation need independent testing.

Sources to inspect

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