Credibility assurance mechanisms
CleverBee's citation system is an innovative solution to the problem of AI hallucinations. Its report generation process includes a triple credibility guarantee: automatic source annotation, restricted statement insertion, and manual verification prompts. Each concluding statement is associated with a link to the original source, which is especially critical for academic writing.
- Traceability: each data point can be traced to a specific web page or document
- Disclaimer: Knowledge boundaries for automatically labeled models
- Calibration reminder: manual verification recommendations added at key findings
For example, when generating the report "Electric Vehicle Market Forecast 2025", the system not only indicates the source of the data (e.g., Bloomberg report or IDC white paper), but also makes a special note that "forecasts after 2023 may be subject to uncertainty". This rigor allows the output to be used directly in the literature review section of an academic paper.
This answer comes from the articleCleverBee: open source AI research assistant generates citation studiesThe
