Description
“Governance is written as policy, but AI is released as software.”
How do we move from high-level ethical declarations to technical guardrails that engineering teams can actually deploy? In our official written submission for the UN Global Dialogue on Artificial Intelligence Governance, Sunil Khemka (Technical Convenor – AI & Cybersecurity at OpenBharat.net, Indian Society of Artificial Intelligence and Law) outlines practical, software-first solutions for global AI governance.
🔑 Key Deliverables Proposed
To move past abstract principles, the submission advocates for three practical outputs:
🏗️ Governance ‘Built Into Software’ Reference Design: An open, industry-standard blueprint that wires safety checks, bias testing, and audit logging directly into software release pipelines.
🛑 Standardized Automatic Emergency Stop: A universal minimum standard for automated kill-switches to halt rogue autonomous agents operating at machine speed.
📚 Repository of Enforced Governance Measures: A searchable, global database focused on enforced national policies rather than non-binding strategy documents.
💡 Core Priorities & Emerging Risks
Open-Source as True Capacity Building: Redefining capacity building away from basic workshops toward open models, open data, and shared compute infrastructure to bridge the global AI divide.
Reimagining Oversight: Distinguishing between nominal “human-in-the-loop” setups and meaningful, automated pre-execution verification for multi-agent chains.
Governing Autonomous Operators: Addressing accountability in multi-party service chains and standardizing cross-border audit logs for autonomous AI systems acting without human intervention.


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