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papersSEP 10 04:00 UTC

Benchmarking Hybrid Deep Research Across Database Querying and Web Search

A new arXiv paper presents a benchmark that evaluates AI research agents on tasks requiring both structured database querying and open-web exploration. The authors note that real analytical work rarely stays within a single environment, so their setup measures how well agents combine data retrieval from databases with web-based information gathering. The result offers a standardized testbed for comparing hybrid deep-research capabilities.

agents/benchmark/deep-research/databases