Trustworthy AI Ethics (UNESCO/OECD)
UNESCO Recommendation on AI Ethics and OECD AI Principles
Comparative atlas · Original English corpus · Evidence before conclusions
Classification and source basis
UNESCO Recommendation on AI Ethics and OECD AI Principles
Corpus family: Technology and international ethics
Corpus classification: Nonreligious
Mapped teachings and source anchors
32 mappings
Reduce waste
Trustworthy AI Ethics (UNESCO/OECD) · Official framework-level anchor
Workbook anchor (not a quotation)
UNESCO Recommendation on AI Ethics and OECD AI Principles
Open original source ↗ www.unesco.org
Official framework-level 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 7161. Source publisher, date, translation and license have not been validated.
Ensure traceability of datasets and decisions
Trustworthy AI Ethics (UNESCO/OECD) · Specific primary/official anchor
Ensure traceability of datasets and decisions · System profile
Workbook anchor (not a quotation)
OECD accountability 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 9016. Source publisher, date, translation and license have not been validated.
Disclose when people are interacting with AI
Trustworthy AI Ethics (UNESCO/OECD) · Specific primary/official anchor
Disclose when people are interacting with AI · 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 9065. Source publisher, date, translation and license have not been validated.
Share AI benefits inclusively
Trustworthy AI Ethics (UNESCO/OECD) · Specific primary/official anchor
Share AI benefits inclusively · System profile
Workbook anchor (not a quotation)
UNESCO and OECD inclusive-growth and human-rights principles
Open original source ↗ www.unesco.org
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 9775. Source publisher, date, translation and license have not been validated.
Assess AI risks throughout the lifecycle
Trustworthy AI Ethics (UNESCO/OECD) · Specific primary/official anchor
Assess AI risks throughout the lifecycle · System profile
Workbook anchor (not a quotation)
OECD accountability and risk-management 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 9793. Source publisher, date, translation and license have not been validated.
Protect health information
Trustworthy AI Ethics (UNESCO/OECD) · Official framework-level anchor
Protect health information · System profile
Workbook anchor (not a quotation)
UNESCO Recommendation on AI Ethics and OECD AI Principles
Open original source ↗ www.unesco.org
Official framework-level 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 10040. Source publisher, date, translation and license have not been validated.
Maintain human oversight of high-impact systems
Trustworthy AI Ethics (UNESCO/OECD) · Specific primary/official anchor
Maintain human oversight of high-impact systems · System profile
Workbook anchor (not a quotation)
OECD robustness, security, and safety 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 10049. Source publisher, date, translation and license have not been validated.
Ensure accessibility
Trustworthy AI Ethics (UNESCO/OECD) · Official framework-level anchor
Ensure accessibility · System profile
Workbook anchor (not a quotation)
UNESCO Recommendation on AI Ethics and OECD AI Principles
Open original source ↗ www.unesco.org
Official framework-level 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 10079. Source publisher, date, translation and license have not been validated.
Build robust and secure AI systems
Trustworthy AI Ethics (UNESCO/OECD) · Specific primary/official anchor
Build robust and secure AI systems · System profile
Workbook anchor (not a quotation)
OECD robustness, security, and safety 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 10146. Source publisher, date, translation and license have not been validated.
Explain consequential automated outcomes
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.
Protect information integrity
Trustworthy AI Ethics (UNESCO/OECD) · Specific primary/official anchor
Protect information integrity · System profile
Workbook anchor (not a quotation)
Updated OECD AI Principles and UNESCO AI Ethics Recommendation
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 10156. Source publisher, date, translation and license have not been validated.
Protect trafficking victims from revictimization
Trustworthy AI Ethics (UNESCO/OECD) · Official framework-level anchor
Protect trafficking victims from revictimization · System profile
Workbook anchor (not a quotation)
UNESCO Recommendation on AI Ethics and OECD AI Principles
Open original source ↗ www.unesco.org
Official framework-level 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 10243. Source publisher, date, translation and license have not been validated.
Research gaps
The workbook does not provide a verified institutional history, chronology, founder, branches, population figures or geographic distribution here. Unsupported claims have not been added. Interpretations within a system may vary.