Although CleverBee automates the generation of reports, the user is required to take the following quality control measures:
- Source verification: The system's built-in citation function will indicate the data source of each argument, and it is recommended to prioritize the verification of citations from authoritative platforms such as PubMed, arXiv, and so on.
- Restricted Statement Review: The end of the report clearly lists the possible risks of hallucinations from AI, with special attention to the conclusions labeled "low confidence".
- comparative verification method::
- Use of different models for the same subject (e.g., Gemini and Claude cross-validation)
- Compare key data with corresponding white papers via YouTube subtitles
- parameterization: Increase "min_confidence_threshold" in config.yaml to filter low-quality web content.
For critical business decisions or academic publications, it is recommended to use the AI-generated report as a first draft, in conjunction with a manual review process. The project team emphasizes that the tool is positioned as a "research gas pedal" rather than a complete replacement for human judgment.
This answer comes from the articleCleverBee: open source AI research assistant generates citation studiesThe
May not be reproduced without permission:AI productivity tools " How do I ensure the accuracy and reliability of information when generating research reports using CleverBee?
