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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

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Alok Kumar Bhargava

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Open access Jul 2026

FROM MONITORING DASHBOARDS TO GOVERNANCE TWINS: AN ACCOUNTABILITY-CENTRED ARCHITECTURE FOR HUMAN-IN-THE-LOOP AI IN COMPETITIVE CITY ECONOMIC REGIONS

This conceptual study applies design-science research, structured synthesis and scenario-based stress testing to develop an accountability-centred governance artifact that was evaluated ex ante against lifecycle completeness, decision traceability, cross-agency usability, AI oversight, auditability and capacity for ins...

Alok Kumar Bhargava · 0 citations

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