Toward Evaluation Frameworks for Multi-Agent Scientific AI Systems

Marcin Abram

We analyze the challenges of benchmarking scientific (multi)-agentic systems, including the difficulty of distinguishing reasoning from retrieval, the risks of data/model contamina…