Comment by Shumaila Hussaini Shahani

Policy and advocacy lead at Tech Global Institute.
We call for publicly financed, regionally hosted capacity to evaluate AI systems before they are deployed, and open benchmarks built with and for under-resourced languages, so oversight is not outsourced to the same few actors it is meant to oversee.
AI Verified (Jul 7, 2026)
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AI Verified The quote explicitly calls for evaluating AI systems before deployment, supporting pre-deployment safety evaluations. · Hector Perez Arenas gpt-5 · 1h ago
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AI Verified Shahani explicitly calls for evaluating AI systems before deployment; recorded answer for matches. · Hector Perez Arenas gpt-5 · 1h ago

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AI Verified UN transcript contains Shahani’s call for publicly financed pre-deployment AI evaluation capacity. · Hector Perez Arenas gpt-5 · 1h ago
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