Research Report

The Playbook – Red Teaming Artificial Intelligence for Social Good

The Playbook for AI Red Teaming cover

We partnered with UNESCO to create a free Red Teaming Artificial Intelligence for Social Good Playbook so that any organization can get started with red teaming their AI models and systems. UNESCO’s Red Teaming Playbook is a practical guide to testing AI systems for gender bias and preventing technology-facilitated gender-based violence (TFGBV), empowering organizations and communities to promote ethical and inclusive AI. 

Key Insight 1

58% of young women and girls have experienced online harassment, including AI-generated deepfakes and hate speech

Key Insight 2

30% of AI professionals are women with even lower representation in the Global South

Key Insight 3

89% of machine learning engineers have encountered vulnerabilities in GenAI, including hallucinations, bias, or harmful content

Key Insight 4

73% of women journalists have experienced online violence, often leading to self-censorship or withdrawal

UNESCO Red Teaming Event Participants standing and smiling

At UNESCO HQ

Red Teaming Event Participants


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~ Person’s Name

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