Friendly Fire Only: Allied Open-Source Model Selection for Three-Body Problem Framework Deployment

This document presents a framework for selecting and governing allied open-source large language models within federal AI systems while maintaining supply chain security and regulatory compliance.

This paper presents a detailed examination of the challenges and solutions addressed by Allied OSS Models, providing actionable frameworks for organizations navigating the intersection of AI adoption and regulatory compliance.

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• Establishes a structured approach to open source that aligns technical implementation with federal compliance requirements.
• Demonstrates how Allied OSS Models concepts translate directly into measurable engineering controls and audit artifacts.
• Provides implementation patterns validated against real-world deployment constraints in regulated environments.
• Identifies critical gaps in current approaches and proposes concrete architectural solutions backed by operational evidence.