Definition
Plain language
Alibaba's industrial search-agent system, used as a comparison point in open-source deep-research work.
As stated in the literature
Alibaba's deep-research agent product, trained with a full industrial pipeline of continued pretraining, SFT, and RL.
Why it matters: It sets a strong industry bar for what a fully-resourced research-agent pipeline can achieve, contextualizing claims by smaller open-source efforts.
For example, when comparing open-source research agents on broad web tasks, Tongyi DeepResearch often serves as the industrial reference point to beat.
Heard on the show
“Tongyi DeepResearch — Alibaba's open agent — is great at fact-seeking, mediocre at reports.”Episode 082 — Training a Deep Research Agent on 8,000 Synthetic Tasks: The Rubric Tree Trick