Skip to content

Maintained field reference

Practical resources for accountable AI use

Guides, learning notes and research briefings selected for people making real decisions about AI at work. Every entry names its publisher and editorial review state.

Start here 10 min

AI Disclosure and Use Guide

A free, practical guide to disclosure, permission, verification and staff communication.

Free, ungated and CC BY 4.0.

Publisher
AidGPT
Editorial review
Reviewed August 2026
Read guide Download the PDF

Browse the catalogue

Choose by need, not by novelty

Use one or more filters. The complete catalogue remains available when no filter is set.

Filter resources

4 resources

Filtered catalogue

  • Research briefing

    Infrastructure sovereignty and humanitarian neutrality

    A briefing on infrastructure choices as operational, neutrality and accountability decisions.

    10 min strategic InfrastructureAI governanceHumanitarian operations
    Read research briefing
    Type / status
    Research briefing AidGPT research briefing based on a MarketImpact report
    Publisher
    MarketImpact Adapted for AidGPT practice
    Editorial review
    Reviewed August 2026 Review due February 2027

  • Research briefing

    Responsible AI adoption in complex environments / NRC Ukraine

    A briefing on responsible adoption in a complex response, including capability, infrastructure and accountability.

    12 min strategic AI governanceHumanitarian operationsTraining
    Read research briefing
    Type / status
    Research briefing AidGPT research briefing based on a MarketImpact report
    Publisher
    MarketImpact Adapted for AidGPT practice
    Editorial review
    Reviewed August 2026 Review due February 2027

  • Research briefing

    Generative AI for humanitarian MPCA

    A briefing on where generative AI may assist cash programming and where governance and human review remain essential.

    10 min strategic Humanitarian operationsAI governanceData protection
    Read research briefing
    Type / status
    Research briefing AidGPT research briefing based on a MarketImpact report
    Publisher
    MarketImpact Adapted for AidGPT practice
    Editorial review
    Reviewed August 2026 Review due February 2027

  • Research briefing

    Consent, identity matching and provider trust

    A briefing on consent, identity matching and the trust conditions for sharing data with AI providers.

    10 min strategic Data protectionHumanitarian operationsAI governance
    Read research briefing
    Type / status
    Research briefing AidGPT research briefing based on MarketImpact analysis
    Publisher
    MarketImpact Adapted for AidGPT practice
    Editorial review
    Reviewed August 2026 Review due February 2027

Editorial relationship

From MarketImpact

MarketImpact remains the canonical publisher of its research, analysis and commentary. AidGPT selects a small number of sources and turns them into clearly labelled learning notes or research briefings for responsible practice.

Browse learning notes Browse research and evidence

Occasional updates

AidGPT Updates

A restrained email note on practical AI adoption, training, governance and newly reviewed resources.

Read about AidGPT Updates