S02 — Deep Research Agents Search Log
| Field |
Value |
| Tool |
WebSearch |
| Query |
"deep research" OpenAI OR Google OR Perplexity methodology transparency search logging structured framework 2025 2026 |
| Date |
2026-03-31 |
| Results returned |
10 |
| Selected |
3 |
| Rejected |
7 |
Additional queries: GPT-researcher system prompt analytical framework, JMIR deep research agents, STORM Stanford AI research tool
Summary
Evaluated deep research agents and autonomous research tools for structured analytical features. Found focus on information gathering and synthesis rather than analytical rigor.
Selected Results
| Result |
Title |
Rationale |
| S02-R01 |
JMIR Deep Research Agents viewpoint |
Academic evaluation of deep research tools |
| S02-R02 |
GPT-Researcher |
Open-source autonomous research agent |
| S02-R03 |
STORM (Stanford) |
Multi-perspective research methodology |
Rejected Results
| Result |
Title |
Rationale for Rejection |
| — |
Perplexity vs OpenAI comparison articles (5) |
Commercial comparisons, not analytical framework evaluation |
| — |
ResearcherBench evaluation |
Benchmark focus, not framework features |
| — |
Google Gemini Deep Research |
Covered by comparison articles |