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WORLD MORALS EDITION XXI

Explain consequential automated outcomes

Provide meaningful information enabling affected people to understand and challenge important outcomes.

Comparative atlas · Original English corpus · Evidence before conclusions

A mapping is not a verified quotation. Workbook labels are preserved. An absent mapping does not mean rejection. We do not rank the moral worth of any system.
Religious systems
3/52

5.8%

Nonreligious systems
2/41

4.9%

Represented systems
5/93

5.4%

Specific anchors*
1/5

20.0%

*Calculated from source labels beginning “Specific”; not a count of verified quotations.

Corpus definition

Provide meaningful information enabling affected people to understand and challenge important outcomes.

This is the atlas’s definition, not a substitute for a tradition’s own interpretation. Scope, exceptions and translations require review of each source.

Preserved calculation difference

The original index differs from recomputed unique-system or specific-anchor counts. Both are retained; the source file is unchanged.

All Systems: source 94 · recomputed 93

Overall %: source 5.3 · recomputed 5.3763

Evidence, mapping by mapping

5 selected mappings

Religious Society of Friends - Quaker Ethics · Official framework-level anchor

Explain consequential automated outcomes · System profile

Workbook anchor (not a quotation)

Friends General Conference materials on peace, integrity, equality, simplicity, community, and stewardship

Open original source ↗ www.fgcquaker.org

Official framework-level anchor · Abrahamic / Christian peace tradition

Framework-level mapping: verify exact doctrinal context, institutional authority, historical setting, and scope before formal quotation.

Independent review pending. Edition XXI · Teaching Evidence · row 10147. Source publisher, date, translation and license have not been validated.

Shinnyo-en Buddhist Ethics · Official framework-level anchor

Explain consequential automated outcomes · System profile

Workbook anchor (not a quotation)

Official Shinnyo-en teaching on integrity, meditation, wisdom, compassion, altruism, and Buddha nature

Open original source ↗ shinnyoen.org

Official framework-level anchor · Dharmic / Buddhist

Framework-level mapping: verify exact doctrinal wording, institutional authority, translation, historical context, and scope before formal quotation.

Independent review pending. Edition XXI · Teaching Evidence · row 10148. Source publisher, date, translation and license have not been validated.

Society of Professional Journalists Ethics · Official framework-level anchor

Explain consequential automated outcomes · System profile

Workbook anchor (not a quotation)

SPJ Code of Ethics

Open original source ↗ www.spj.org

Official framework-level anchor · Professional journalism ethics

Framework-level mapping: verify exact article, section, context, and scope before formal quotation.

Independent review pending. Edition XXI · Teaching Evidence · row 10149. Source publisher, date, translation and license have not been validated.

The Salvation Army Christianity · Official framework-level anchor

Explain consequential automated outcomes · System profile

Workbook anchor (not a quotation)

International mission, social justice, governance, and values statements

Open original source ↗ www.salvationarmy.org

Official framework-level anchor · Abrahamic / Christian

Framework-level mapping: verify exact text, doctrinal or institutional authority, historical context, and scope before formal quotation.

Independent review pending. Edition XXI · Teaching Evidence · row 10150. Source publisher, date, translation and license have not been validated.

Trustworthy AI Ethics (UNESCO/OECD) · Specific primary/official anchor

Explain consequential automated outcomes · System profile

Workbook anchor (not a quotation)

OECD transparency and explainability principle

Open original source ↗ oecd.ai

Specific primary/official anchor · Technology and international ethics

Framework-level mappings identify a strong analogue; verify exact text, article, and scope before formal quotation.

Independent review pending. Edition XXI · Teaching Evidence · row 10151. Source publisher, date, translation and license have not been validated.

History and geography: source limits

This edition does not supply a historical genealogy or coordinates for this teaching. Transmission, invention, population and geographic presence are not inferred from a mapping.

Explore connections in the same category

Shared systems in the corpus, not evidence of historical influence.

M269 · AI Governance and Information Integrity

Disclose when people are interacting with AI

Make users reasonably aware when decisions, communications, or content are generated or materially shaped by AI.

10 / 93 systems mapped · 10.8%
Workbook confidence: Developing
M271 · AI Governance and Information Integrity

Maintain human oversight of high-impact systems

Ensure responsible humans can review, override, repair, or stop systems that risk serious harm.

8 / 93 systems mapped · 8.6%
Workbook confidence: Developing
M272 · AI Governance and Information Integrity

Assess AI risks throughout the lifecycle

Identify, document, mitigate, monitor, and revisit risks from design through retirement.

8 / 93 systems mapped · 8.6%
Workbook confidence: Developing
Unmodified source statistics
Primary Rank - Religious458
Overall Rank445
Nonreligious Rank381
Religious Frequency Tier37
Religions Sharing3
Religious Systems52
Religious %5.8
Nonreligious Groups Sharing2
Nonreligious Groups41
Nonreligious %4.9
All Systems Sharing5
All Systems94
Overall %5.3
Direct Official Anchors1
Direct Evidence %20
Cross-Sphere Balance Index84.5
Religious Adoption Gap0.9

Specialized or emerging teaching

Provenance: Universal Moral Code — Statistical Atlas, Edition XXI. Names, definitions and source anchors are preserved verbatim. This atlas describes its corpus, not all beliefs or practices worldwide.