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Large Language ModelsAI Regulation & PolicyMIT Technology Review AIPublished: Apr 17, 2026, 01:00 JST1 min read

Small language models emerge as the practical solution for deploying AI in government agencies facing security and operational constraints

Small language models emerge as the practical solution for deploying AI in government agencies facing security and operational constraints

3 Key Points

  1. Public sector organizations are under pressure to adopt AI but face unique challenges around security, governance, and operations unlike private companies

  2. Purpose-built small language models (SLMs) are being positioned as a promising approach to operationalize AI in constrained government environments

  3. The gap between AI capabilities available in the private sector and what's feasible in public institutions is driving specialized AI solutions tailored for government needs

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