The journal

Long-form perspectives on applied AI, sovereign architecture, and public governance. Search the archive or explore our featured cover story.

From Pilot to Public Infrastructure: The Playbook for Institutional AI Deployment

How public systems bridge the divide from isolated machine learning experiments to hardened, sovereign national infrastructure that civil servants trust and control.

Nakul Jain • SEP 01, 2026

From the archive

AUG 26, 2026

Benchmarking Speech Recognition Models Across Low-Resource Dialects

Evaluating model accuracy, phoneme error rates, and dialectal fairness across 8,000 Hindi and Gujarati audio samples before classroom rollout.

Dr. Francis Xavier Rathinam

AUG 14, 2026

Data Interoperability for Frontline Agrifood Planning Hubs

Structuring farmer telemetry, weather forecasts, and market pricing into a unified data fabric for frontline agricultural extension officers.

Suvabrata Roy

JUL 30, 2026

Digital Sandboxes: The Antidote to Speculative Public AI Procurement

Why municipal utilities must stress-test vendor algorithms against historical operational telemetry before executing multi-year contracts.

Kowshik Ganesh

JUL 18, 2026

The Sovereign Codebase Handover: Eliminating Institutional Dependency

How APLYD transfers 100% IP, documentation, and internal CI/CD pipelines to state IT teams upon deployment completion.

Nakul Jain

JUN 28, 2026

Frontline Caseworker Empowerment vs. Unchecked Algorithmic Automation

Case evidence from Kampala: why conversational interfaces succeed only when paired with authenticated municipal backend workflows.

Deepa Karthykeyan

JUN 10, 2026

Adversarial Stress-Testing for Social Protection Algorithms

Detecting demographic exclusion, false-negative clustering, and model drift in automated welfare disbursement systems across rural districts.

Dr. Harsh Vats

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