Unverified50% confidenceFactExact time
The DeepResearch task involves four tools including search, summarization, and citation, and uses a composite rubric reward to measure report quality.
1
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50%
Confidence
Long-term
Relevance
9/24/2026
First Seen
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Related Claims
UnverifiedThe core value of deep research tools lies in the credibility of their output; a high-quality research agent must annotate citation sources and distinguish between facts and speculation73% similarVerifiedThe Deep Research feature decomposes a single user query into multi-step autonomous research tasks, invokes tools such as web search and document analysis, and uses large language model reasoning to synthesize and output a structured report.69% similarVerifiedDeep Research能够自主规划研究路径、在互联网上执行多轮搜索、阅读并综合数十乃至上百个网页内容，最终生成结构化的深度报告68% similarUnverifiedIn deep research scenarios, lightweight low-cost models can handle simple query rewriting and relevance pre-screening, while high-capability reasoning models handle complex information synthesis and report writing, to balance quality and cost.67% similarUnverifiedA common characteristic of deep research products is that they extend execution time from the second level to the minute level in exchange for comprehensive reports covering dozens or even hundreds of information sources.67% similar
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