Eigen-Agent: Adaptive Multi-Agent Scientific Reasoning with Monitor-Based RAG
EIGEN-1 tackles bottlenecks in scientific reasoning by combining implicit retrieval with Monitor-based RAG, structured collaboration via Hierarchical Solution Refinement (HSR), and Quality-Aware Iterative Reasoning (QAIR). This unified framework achieves 48.3% accuracy on a benchmark, significantly reducing token usage and steps compared to previous methods. It proves that implicit augmentation and structured refinement outperform explicit tool use.