According to Andrej Karpathy on X, AI can meaningfully increase the visibility, legibility, and accountability of governments by turning abundant but opaque public records into actionable insights. As reported by Karpathy, government transparency has been limited less by access and more by intelligence—processing 4,000-page omnibus bills, FOIA releases, lobbying disclosures, and budgets requires expertise and time that AI can now scale for journalists and citizens. According to Karpathy, practical applications include AI-driven diff tracking of legislation, spending and procurement tracing, vote-to-speech consistency analysis, and influence graphing across lobbyists, firms, clients, legislators, committees, and regulations. As reported by Harry Rushworth, the UK’s “Machinery of Government” project demonstrates this shift by assembling a navigable organizational map of dozens of departments and hundreds of public bodies, showing how structured data and AI can render a complex state legible to the public. According to these sources, the business opportunity spans civic-tech platforms offering compliance-grade document parsing, entity resolution, and anomaly detection for local governments, media, and watchdogs, with monetization via SaaS analytics, enterprise APIs, and investigative research tooling.