deep research
A multi-step AI system that autonomously gathers, evaluates, and synthesizes evidence from diverse sources to produce comprehensive reports.
- Papers
- 8
- Released code
- 2
- First seen
- Aug 2026
- Latest
- Sept 2026
8 papers in the last two months, against 0 in the two before.
The papers
Most central to this idea first, not most recent.
- Chinese Techcs.CL
Separating planning from synthesis improves long-horizon search agents
Zhejiang University, Tencent · Sept 2026
- Top Universitycs.AIcode
Deep research agents struggle with long, multimodal evidence chains
Mohamed bin Zayed University of Artificial Intelligence, University of Science and Technology of China · Sept 2026
- Top Universitycs.CL
Branching Across Hypotheses Helps Research Agents Avoid Early Search Traps
City University of Hong Kong, Meituan · Sept 2026
- Industrycs.CLcode
In AI-Q, most report errors originate in the orchestrator
Bar-Ilan University, UNC Chapel Hill · Aug 2026
- Top Universitycs.CL
Bounded citation-graph search improves recall while cutting scholarly search costs
National University of Singapore, TCG CREST · Aug 2026
- Chinese Techcs.CV
Adaptive tool use improves video research agents’ accuracy and efficiency
Accio Team, Alibaba Group, Beijing Key Laboratory of Intelligent Information Technology · Aug 2026
- Top Universitycs.CL
Specialized AI agents improve clinical trial design risk assessment
University of Illinois Urbana-Champaign, Keiji AI Inc · Sept 2026
- Top Universitycs.CL
Generating Agent Harnesses on Demand Improves Models Across Benchmarks
LV-NUS Lab · Aug 2026
Concepts are extracted from each paper and reused across the corpus, so this page grows on its own as the desk reads.