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Shumaila Husseini Shahani
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Policy and advocacy lead at Tech Global Institute, a policy lab focused on equity and accountability in technology governance.
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AI value alignment must be subject to public deliberation, not decided by developers alone
192 opinions
Shumaila Husseini Shahani
votes For
and says:
Safety claims must be accompanied by the conditions under which systems were tested, known limitations and failure rates disaggregated by language, gender, disability, region, skin tone, and more. Disclosure of training data provenance must be standa...
more AI Verified source (Jul 7, 2026)
added 18d ago