The evidence behind the guides

Sources

Find a study, check what it supports, and follow it back to a concern.

Sources for Volunteer-management AI

2 sources

Guide citations are still under editorial review.

UK Information Commissioner's Office Regulatory guidance

How do we ensure fairness in AI? (original source, new tab)

Explains purpose limitation and fairness. ICO guidance is under review following the Data (Use and Access) Act; entry uses general principles rather than claims about new rules.

Discusses volunteering, digital capacity and AI adoption. Does not directly test AI volunteer allocation; that example is a foreseeable governance question.

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