PaperAgent

Oct 1, 2026 · Artificial Intelligence

ScienceBuddy: Open-Source AI Research Agent with Recursive Self-Improvement

ScienceBuddy is an open-source AI research agent that uses a recursive dual-loop architecture to continuously improve its harness and model weights from real user interactions, achieving 42.2% to 73.3% accuracy gains on scientific benchmarks across genomics, molecular biology, and pharmacology domains.