Algorithmic Transparency Mechanisms: A Regional Mapping
A comparative assessment of disclosure obligations, impact assessment requirements, and public registry initiatives across ten jurisdictions.
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A comparative assessment of disclosure obligations, impact assessment requirements, and public registry initiatives across ten jurisdictions.
Documented public-sector AI applications with structured fields for benefits, risks, and safeguards.
A 90-minute expert-led webinar covering audit frameworks, common failure modes, and civil society approaches to external audits.
Practical minimum standards for health data governance that enable beneficial AI use while protecting patient rights.
Evidence on how automated eligibility and scoring systems can reproduce exclusion, with recommendations for inclusive design.
A clinical support pilot evaluated how risk models can assist—not replace—community health workers.
A country research portal bringing together responsible AI policy, data, use cases, experts, and institutional developments in Bangladesh.
A country research portal bringing together responsible AI policy, data, use cases, experts, and institutional developments in Philippines.