Machine Heart

Sep 12, 2026 · Artificial Intelligence

Zhejiang & SJTU's DAS Generates Publication-Ready Academic Surveys in One Hour

Zhejiang University and Shanghai Jiao Tong University introduce DAS, a stateful agentic framework that automatically produces publication-ready academic surveys in about one hour by leveraging a 2-million-paper metadata lake and a closed-loop manuscript construction process, outperforming baselines on citation, taxonomy, discourse, and reliability metrics.