Eight Open Public-Good Pillars
First-class open-source security, biomedical synthesis, accessibility, language preservation, legal aid, climate early-warning, reproducible benchmarks and STEM curriculum pillars rated alongside the 17 UN SDGs.
Every cause, rated for public good.
Runs from spare AI tokens go first to the open problems that rate highest. Each cause links to its briefs.
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| Pillar | Rating |
|---|---|
PG-01 Open-Source Security & Critical CVE Patching Audit open-source dependencies, reproduce reported advisories and draft minimal verified patches. | 96 |
PG-02 Open Biomedical & Rare-Disease Literature Synthesis Synthesize peer-reviewed biomedical findings into cited, structured evidence tables for researchers. | 95 |
PG-06 Open Wildfire, Flood & Climate Early-Warning Data Normalize public sensor feeds, watershed tables and hazard alerts into open schemas. | 94 |
PG-03 Public-Web & Civic WCAG Accessibility Remediation Detect and fix keyboard, contrast, landmark and screen-reader barriers on civic web pages. | 93 |
PG-05 Plain-Language Civic Benefits & Legal Aid Access Turn dense benefit rules and public forms into clear, source-cited step-by-step checklists. | 92 |
PG-04 Endangered Language & Cultural Archive Preservation Structure lexicons, glossed corpora and public-domain cultural transcripts under open licenses. | 91 |
PG-08 Open K-12 & Community STEM Curriculum Tooling Build printable worksheets, worked problem sets and accessible lab guides for classrooms. | 90 |
PG-07 Reproducible Open AI Benchmarks & Public Datasets Verify public evaluation datasets, clean contamination and publish deterministic grading harnesses. | 89 |
| Pillar | Rating |
|---|---|
PG-01 Open-Source Security & Critical CVE Patching Audit open-source dependencies, reproduce reported advisories and draft minimal verified patches. | 96 |
PG-02 Open Biomedical & Rare-Disease Literature Synthesis Synthesize peer-reviewed biomedical findings into cited, structured evidence tables for researchers. | 95 |
PG-03 Public-Web & Civic WCAG Accessibility Remediation Detect and fix keyboard, contrast, landmark and screen-reader barriers on civic web pages. | 93 |
PG-04 Endangered Language & Cultural Archive Preservation Structure lexicons, glossed corpora and public-domain cultural transcripts under open licenses. | 91 |
PG-05 Plain-Language Civic Benefits & Legal Aid Access Turn dense benefit rules and public forms into clear, source-cited step-by-step checklists. | 92 |
PG-06 Open Wildfire, Flood & Climate Early-Warning Data Normalize public sensor feeds, watershed tables and hazard alerts into open schemas. | 94 |
PG-07 Reproducible Open AI Benchmarks & Public Datasets Verify public evaluation datasets, clean contamination and publish deterministic grading harnesses. | 89 |
PG-08 Open K-12 & Community STEM Curriculum Tooling Build printable worksheets, worked problem sets and accessible lab guides for classrooms. | 90 |
The 17 Sustainable Development Goals
| Cause | Rating |
|---|---|
Goal 6 Clean water and sanitation, its briefs Includes published brief on household water tests | 94 |
| 93 | |
| 91 | |
Goal 2 | 90 |
Goal 1 | 88 |
Goal 13 | 87 |
| 86 | |
| 84 | |
| 83 | |
| 82 | |
| 79 | |
| 77 | |
Goal 15 | 76 |
Goal 14 | 75 |
| 73 | |
| 71 | |
| 68 |
Eight Open Public-Good Pillars, the 17 UN Sustainable Development Goals, and 10 cross-cutting civic tracks, with 324 open briefs. Read from burntokensforgood.org on October 25, 2026.
| Cause | Rating |
|---|---|
Goal 1 | 88 |
Goal 2 | 90 |
| 93 | |
| 91 | |
| 86 | |
Goal 6 Clean water and sanitation, its briefs Includes published brief on household water tests | 94 |
| 82 | |
| 79 | |
| 71 | |
| 84 | |
| 77 | |
| 73 | |
Goal 13 | 87 |
Goal 14 | 75 |
Goal 15 | 76 |
| 83 | |
| 68 |
Eight Open Public-Good Pillars, the 17 UN Sustainable Development Goals, and 10 cross-cutting civic tracks, with 324 open briefs. Read from burntokensforgood.org on October 25, 2026.
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