deep-research

To gather verifiable sources for topic-based research, this workflow breaks your topic into 3-5 concrete questions, discovers relevant sources, and verifies citations to ensure evidence backing. It outputs an evidence-backed research brief.

Evidence synthesis evaluates competing hypotheses by discovering multi-source evidence, identifying contradictions, and selecting the best-supported conclusions. This process applies confidence gating to ensure only hypotheses with sufficient verified evidence are selected.

Structuring research questions for topic analysis involves breaking the broad inquiry into 3-5 well-scoped, concrete questions. This scoping ensures the research workflow can effectively discover sources, verify citations, and synthesize targeted evidence.

Yes, you can use this autonomous research workflow for multi-source evidence verification. It applies citation verification and confidence gating to ensure that synthesized hypotheses meet requirements for source discovery and evidence backing.

The best way to synthesize evidence and identify contradictions is to structure the topic into specific questions, gather verified multi-source citations, and apply hypothesis selection with confidence gating to produce evidence-backed conclusions.

You should not use an autonomous research workflow for topics lacking multi-source evidence or when citation verification is not required. It is designed for inquiries requiring source discovery, evidence synthesis, and competing hypothesis evaluation.