deep-research

The deep research process works by coordinating parallel WebSearch agents and a browser-explorer for dynamic sites alongside a Gemini research pass. It cross-validates collected evidence across multiple perspectives before synthesizing everything into a single cited analysis report.

Yes, you can automate evidence validation using autopilot mode, which runs end-to-end without stopping. The deterministic orchestration flow executes parallel tool searches, cross-checks findings per angle, and produces a holistic synthesis automatically.

Yes, this deep research tool works with a browser-explorer component specifically for JS-heavy or dynamic sites. It optionally deploys browser-based extraction alongside standard WebSearch to broaden source coverage and capture dynamically loaded content.

The best way to structure a research report with confidence levels is through holistic synthesis. The system generates an analysis-style format containing an executive summary, detailed findings, implications, contrarian views, gaps, and a final confidence assessment.

No, you do not need to manually plan search angles before cross-validating sources. Interactive mode automatically generates a research plan and requests your confirmation before executing parallel searches and evidence validation.

You should not use automated deep research orchestration for simple factual lookups that lack multiple perspectives. The approach is specifically built for complex questions requiring cross-validation, traceability, and synthesis into a comprehensive cited report.