SuanNi

Apr 27, 2026 · Artificial Intelligence

How MIT’s RUBICON Cuts AI Agent Costs by 90% While Achieving 100% Accuracy

The paper shows that conventional LLM agents fail on real‑world enterprise data because of chaotic data sources, while the RUBICON architecture uses a minimal Agentic Query Language to let users direct data retrieval, achieving 100% accuracy with a much cheaper model and dramatically lower token and monetary costs.