akorchak:deep-research

You validate research findings using source triangulation and a tiering system. This approach gathers information from multiple sources, cross-checks the data, and assigns confidence levels (High, Medium, Low) based on source quality and agreement.

The best way to structure a deep research report is through systematic decomposition. You break the topic into specific questions, gather validated information, and generate a structured output containing an executive summary, key findings, analysis, and source attribution.

Source analysis works by employing varied search strategies to find information and categorizing it into defined tiers. This systematic information gathering ensures comprehensive coverage and applies verification checks to ensure information reliability before reporting.

Yes, you can use deep research to understand a competitive landscape. It systematically researches existing solutions, identifies market gaps, and assesses potential risks, delivering a validated, confidence-ranked report to inform your strategy.

You need confidence scoring in research reporting when relying on varied source tiers. It assigns High, Medium, or Low confidence levels to findings based on source quality and agreement, ensuring you understand the reliability of the validated information.

Automated critical thinking for topic decomposition relies on finding accessible information across multiple sources. Limitations arise if sources lack clear tiering data or if triangulation fails due to conflicting information, resulting in low confidence scores.