White Paper

Ensuring trustworthy AI for Army intelligence and operations

The Army’s use of AI, including Large Language Models (LLMs), offers significant potential, but also introduces risks like hallucinations, or factually unsupported outputs. RAG-Verification (RAG-V) addresses this challenge by automatically fact-checking and flagging unsupported claims in real time. By tracing every statement back to source material, RAG-V builds trust in AI-generated outputs and ensures human users can verify critical information, making AI more dependable for mission-critical applications.