Ask Xiaobai's breakthrough in the field of cognitive intelligence is mainly reflected in its multimodal inference engine. The module adopts a four-stage processing flow of 'problem parsing - knowledge extraction - step-by-step inference - result validation' with the following technical characteristics:
- Support for analyzing arithmetic, geometry and other basic education topics
- Enabling SWOT analysis and decision tree construction in business scenarios
- Handling logic puzzles containing multiple conditional constraints
- Detailed explanation of the reasoning process accompanying the output
In the application case, the system successfully solves a linear programming problem containing 5 variables and gives visualization of the calculation steps. Compared with the traditional calculation software, the unique natural language interaction of AskWhite lowers the threshold of use and makes the complex analysis tool more civilianized.
At the algorithmic level, the functionality makes full use of the expert subsystem division of labor mechanism of the MoE architecture. Mathematical problems are handled by the numerical computation expert module, while business analysis is handled by the economic modeling expert, and finally the output is integrated through the meta-reasoning module. This specialized division of labor results in a 37% improvement in inference accuracy.
This answer comes from the articleAsk White: an all-around AI assistant that provides work and life help with integrated full-blooded DeepSeek-R1The
