Instruments that informed this toolkit. Verify URLs on the publisher page before citing. Generated from SOURCES.md.

Curriculum source matrix
Instrument Exact title Issuer Year Version URL Use in toolkit Limits Verification
ICRC AI policyBuilding a Responsible Humanitarian Approach: The ICRC's Policy on Artificial IntelligenceInternational Committee of the Red Cross (ICRC)2024Publication date 18-11-2024https://www.icrc.org/en/publication/building-responsible-humanitarian-approach-icrcs-policy-artificial-intelligenceStep 4 tool/vendor; step 6 human control; governance framingDeployment focus; not a operational checklist**Verified** (publisher page, 2026-09-28)
IASC data responsibilityIASC Operational Guidance on Data Responsibility in Humanitarian ActionInter-Agency Standing Committee (IASC)2023Endorsed April 2023 (per Centre for Humanitarian Data)https://interagencystandingcommittee.org/operational-response/iasc-operational-guidance-data-responsibility-humanitarian-actionStep 3 data; partner consultationPublisher page returned 403 to automated fetch; metadata cross-checked via Centre for Humanitarian Data**Partially verified**
OCHA data responsibilityOCHA Data Responsibility GuidelinesUN OCHA / Centre for Humanitarian Data2025January 2025 revisionhttps://centre.humdata.org/data-responsibility-guidelines-2025/Step 3 data; retention and minimizationOCHA-internal focus; aligns with IASC guidance**Verified** (publisher page, 2026-09-28)
Core Humanitarian StandardCore Humanitarian Standard on Quality and AccountabilityCHS Alliance (secretariat)20242024 edition (launched March 2024)https://www.corehumanitarianstandard.org/Step 2 people; accountability and participationNot AI-specific; quality and accountability frame**Verified** (publisher page, 2026-09-28)
Canadian generative AI principlesPrinciples for responsible, trustworthy and privacy-protective generative AI technologiesFederal, provincial and territorial privacy authorities in Canada (led by OPC)2023Published 7 December 2023https://www.priv.gc.ca/en/privacy-topics/technology/artificial-intelligence/gd_principles_aiStep 3 data; step 5 output verificationPrinciples not law; interpret with applicable statutes**Verified** (publisher page, 2026-09-28)
HPN Network Paper 89Humanitarian AI revisited: Seizing the potential and sidestepping the pitfallsHumanitarian Practice Network (HPN) / ODI; author Sarah W. Spencer2024Network Paper 89, May 2024https://odihpn.org/en/publication/humanitarian-ai-revisited-seizing-the-potential-and-sidestepping-the-pitfalls/Overall curriculum; procurement and governanceFocus on large agencies; synthetic cases are separate**Verified** (publisher page, 2026-09-28)
UNHCR AI approachUNHCR AI ApproachUNHCR2025September 2025 (PDF filename)https://www.unhcr.org/digitalstrategy/ai-approach/Step 4 tool; step 6 governanceStrategic framework; verify PDF title on download**Verified** (publisher page + PDF host on unhcr.org, 2026-09-28)
IFRC responsible AIGuidelines for the responsible use of AI across the IFRCIFRC (referenced in IFRC Annual Report 2024)2024**UNVERIFIED** — exact title/version not confirmed on ifrc.org primary page**UNVERIFIED** — see IFRC Annual Report 2024 on ReliefWeb: https://reliefweb.int/report/world/ifrc-annual-report-2024Step 4 tool; network governanceCited in annual report narrative; standalone publisher URL not verified**UNVERIFIED**