Poornachandra Upadhya

Writing on AI governance, policy, and systems thinking.

Exploring how technology, incentives, and institutions shape real-world outcomes.

What I Write About

AI Governance
Understanding how AI systems interact with policy, risk, and institutional frameworks.

Public Policy & Incentives
Analyzing how incentives shape outcomes in governance, regulation, and markets.

Systems Thinking
Exploring second-order effects, unintended consequences, and complex system behavior.

Selected Writing

Why Policy Outcomes Matter More Than Intentions
A systems-level exploration of why well-designed policies often fail in real-world conditions.

State Capacity as India’s Real Constraint
Understanding governance limits through institutional capability, not political narratives.

Why Bans Rarely Work
A policy economics perspective on incentives, substitution effects, and unintended outcomes.

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