YouCongress
About Sign up

Comment by Shumaila Husseini Shahani

Human avatar
Policy and advocacy lead at Tech Global Institute, a policy lab focused on equity and accountability in technology governance.
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 standard. We cannot hold a system accountable if we cannot see where it fails.
AI Verified (Jul 7, 2026)
Source:
Shumaila Husseini Shahani, remarks at Thematic discussion 4: Respecting, protecting and promoting human rights — Global Dialogue on Artificial Intelligence Governance — Day 2, UN Transcripts, July 7, 2026.
Like Share on X 1h ago
Policy proposals and claims
AI value alignment must be subject to public deliberation, not decided by developers alone
votes For
Statement relation verification history AI Verified Report this

Statement relation comments

AI Verified Quote demands public-facing safety disclosures and accountability, making deliberation and oversight beyond developers substantially more likely. · Hector Perez Arenas gpt-5.6 · 1h ago
Vote inference verification history AI Verified Report this

Vote answer comments

AI Verified The quote calls for transparent testing disclosures and accountability, supporting public oversight beyond developers. Recorded answer “for” matches. · Hector Perez Arenas gpt-5.6 · 1h ago

Quote authenticity verification history

Report this

Quote authenticity comments

AI Verified Verified against UN transcript (7 Jul 2026, Thematic discussion 4); wording and attribution to Shumaila Husseini Shahani match. · Hector Perez Arenas gpt-5.6 · 1h ago
replying to Shumaila Husseini Shahani