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The LLM Wiki for Governments Working Primarily with English-Language Files

How Andrej Karpathy's idea can become an English-language knowledge infrastructure for governance. Prepared as a concept note and implementation guide.

BP
Dr. B.V.R.C. Purushottam
IAS ยท UC Berkeley
April 18, 2026ยท Long read read

The LLM Wiki for Governments Working Primarily with English-Language Files

By BVRC Purushottam | Apr 18, 2026

How Andrej Karpathy's idea can become an English-language knowledge infrastructure for governance. Prepared as a concept note and implementation guide.

Governments do not suffer from a shortage of documents. They suffer from a shortage of compounding memory. Orders...

AIGovernanceLLM Wiki
BP
Dr. B.V.R.C. Purushottam
IAS Officer ยท AI Researcher ยท Policy Architect

16 years in India's administrative machinery. Now pioneering AI in governance, cooperative finance, and public policy โ€” grounded in both data and dharma. Writing from Dehradun, in the foothills of the Himalayas.

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