deep-research

Evidence-based web research prevents hallucinations by enforcing a search-first methodology that mandates web searches and requires verifiable primary sources for every generated claim. This structured approach ensures answers are grounded in real-time data rather than fabricated content.

Conducting competitive analysis with conflicting sources requires a multi-step verification process that identifies conflicting data, resolves discrepancies, and calculates a confidence score based on primary source citations. This ensures high-stakes inquiries yield reliable summaries.

Configure research depth using a tiered strength system offering three levels of intensity (S1-S3) to balance speed with comprehensive analysis. Higher strength levels manage increased query volume and deeper analysis for complex, high-stakes information gathering tasks.

Structured web research works for tracking technology adoption by mandating real-time web searches before generating any content. This search-first workflow ensures investigations into fast-moving sectors like quantum computing reflect the most current verifiable evidence available.

Avoid using a search-first research approach for tasks requiring instant synthesis without web access, as the methodology enforces mandatory multi-step verification and query volume. It is designed for high-stakes inquiries requiring primary source citation rather than rapid, unverified responses.