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Mahesh RavariyaEducator × Technologist
Public Policy// Governance & Ethics

Technical Policy & Algorithmic Accountability: Why Code Is Law

Reflections from The Takshashila Institution on the intersection of digital infrastructure, public interest, and regulatory governance.

#Technical Policy#Governance#AI Ethics#Takshashila
Public Policy Algorithmic Accountability Matrix

FIG // Public Policy Algorithmic Accountability Matrix

Technical Policy & Algorithmic Accountability: Why Code Is Law

When software architecture dictates access to education, credit, public services, and information flows, technical design decisions become de facto public policy choices.

The Gap Between Engineering and Policy

Historically, policy scholars lacked granular understanding of software architectures, while software engineers operated with minimal grounding in constitutional frameworks, economic incentives, and systemic externalities.

Through the Graduate Certificate program in Technical Policy at The Takshashila Institution, we examine how technological systems must be evaluated across:

  • Algorithmic Transparency: What constitutes meaningful explanation in machine learning decision systems?
  • Public Engagement: How can citizen stakeholders participate in evaluating high-stakes automated infrastructure?
  • Jurisdictional Realities: Reconciling open internet architecture with regional data protection standards and institutional sovereignty.