What is Shallow Research
Shallow Research isMetaso AI SearchThe newly launched shallow research mode can quickly collect information and perform preliminary analysis, completing the organization of large amounts of materials and the extraction of basic conclusions in a short time. Shallow Research uses a collaborative architecture of "small model + large model," assigning the reasoning framework and step decomposition to a model skilled at reasoning (such as DeepSeek R1), while information search and material integration are completed by a self-developed model, processing hundreds of web pages within 2-3 minutes. Compared with traditional deep research, Shallow Research focuses more on efficiency and is suitable for quickly obtaining information, completing preliminary analysis, and providing users with rapid decision support.
Main features of Shallow Research
- Rapid information collection: Search and organize large amounts of web content in a short time, processing hundreds of web pages within 2-3 minutes to efficiently obtain relevant information.
- Automatically generate a research framework: Automatically formulate research steps and thinking paths, helping users clarify research directions and quickly sort out the logical structure of a problem.
- Preliminary material analysis: Conduct basic analysis on the collected information, extract key content, and provide users with preliminary conclusions or directional guidance.
- Efficient information integration: Quickly integrate materials based on small models, improve response speed, and meet users' needs for instant information.
Shallow Research official website address
- Official website address：Metaso AI Search
Application scenarios of Shallow Research
- Academic research: Help researchers quickly sort out the background information, current progress, and key issues of a research topic, providing direction and a framework for subsequent in-depth research.
- Market research: Quickly understand market trends, competitor dynamics, and consumer needs, providing a preliminary basis for enterprises' market strategy adjustments and new product development.
- News reporting: Help journalists quickly collect information related to hot events, sort out the context of events, and provide background materials and preliminary analysis for news reports.
- Policy evaluation: Quickly collect policy-related data, cases, and expert opinions for government departments or research institutions, providing reference for policy formulation or adjustment.
- Educational assistance: Help students and educators quickly organize learning materials and sort out knowledge point frameworks, assisting in course design or the formulation of study plans.