This invention relates to the field of
artificial intelligence visual analysis technology, and discloses an AIQ human-
machine collaborative ability analysis
system based on dynamic
adaptation. The
system includes a three-dimensional parameter
standardization definition and input module, a five-dimensional AIQ ability
model matching and question
bank selection module, a dynamic three-dimensional adaptive engine and
assessment scale generation module, a multi-
modal process data full-link acquisition module, a multi-dimensional data fusion analysis and
report generation module, and a
system self-iteration and parameter
library update module. This invention achieves dynamic adaptive adjustment of the assessment system, featuring input and
interaction design with both human-initiated input and
machine-initiated capture. It can calibrate the assessment content, task difficulty, and scoring standards in real time according to the
cognitive development stage of the
test subject, the application
scenario of the assessment, and the development level of
artificial intelligence technology. This ensures a high degree of fit between the assessment and the
test subject's situation, and avoids assessment failure problems caused by the iteration of
artificial intelligence technology.