The realization and value of transparent design
CommonGround takes transparency of AI workflow as a core design principle, and ensures that users have complete control over AI behavior through a multi-layered monitoring and logging system. This transparency design solves the 'black box' problem prevalent in current AI applications.
Specific implementations of transparent operations:
- Complete execution history with all intermediate results
- Detailed step-level logs demonstrate the basis for decision-making
- Real-time tool usage monitoring
- Supports debug mode and manual intervention
Research in the education sector has shown that this transparency has led to a 451 TP3T increase in trust in AI systems by non-technical users and a 701 TP3T reduction in error handling costs in commercial applications. The platform also plans to introduce blockchain technology to enhance the verifiability of logs.
This answer comes from the articleCommonGround: Building a Workflow Platform for Multi-Intelligence CollaborationThe
