Systemic Altruism
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Poverty & opportunityPreliminary editorial review

Learning Equality

Builds Kolibri and supports organizations delivering locally adapted learning where internet access is limited.

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Systemic Altruism practice potential: 74–84/100
90% of weighted axes reviewed. A mechanism hypothesis, not proven effectiveness or a donation recommendation.

Who this work enables

Tools & support for charities: Kolibri learning software and implementation guidance for NGOs, educators and humanitarian partners working with limited connectivity.

Open-source evidence · license checked

  • Kolibri — MIT license file. Organization’s role: maintainer.
    Named repository license inspected on the review date; dependencies, data, content, trademarks and hosted services have separate terms. License-file snapshot: 6506702f35f36c815395fb668e78dabb6c15ef54.

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 — editorial, partial alignment.

Offline access and adaptable learning software lower connectivity and technical gates to participation. The match concerns access infrastructure, not the checklist’s specific Co-Creator portal.

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

Offline-first open educational infrastructure for local implementers

Six dimensions, with rationale

Structural depth

3 / 4

Reusable offline-first learning infrastructure tackles a recurring connectivity and implementation constraint for education providers.

Institutional reach

4 / 4

The partner model can be adapted across countries and education settings; actual sustained learning reach is not established here.

Durability

2 / 4

Offline resources and educator skills may persist, but hardware, content curation and teaching support need continuing care.

Scalability

4 / 4

MIT-licensed software supports local reuse without a software license fee; suitable devices, power, accessible content and training still cost resources.

Funding additionality

Unreviewed

Unknown: current marginal funding, restricted allocations, delivery capacity and the counterfactual have not been audited.

Community agency

Unreviewed

Unknown: open licenses, participation or contributor governance do not establish audited consequential rights for affected communities.

Evidence and selection

Organization reported; primary mechanism and named repository license inspected

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

A testable next question

Do partner-led Kolibri implementations produce sustained, equitable learning gains over appropriate alternatives at comparable full cost, including teacher support and hardware?

Review confidence: Moderate for documented design and license; low for systemic attribution. Kolibri and implementation-enabling design; not an independently audited effect across all programs or learning content.

What remains uncertain

Access and usage do not prove learning gains. Content rights vary separately from the software license; disability access, language, safeguarding and educator capacity require local review. No device or connectivity costs are assumed away.

Sources to inspect

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