Beyond Peak Performance: Validating Document AI with Intelligent Testing

A new approach frames the validation of Intelligent Document Processing systems as a search-based software testing problem, prioritizing the discovery of diverse risk factors over achieving maximum accuracy.




![The numerical spectrum of quantum states-characterized by spin [latex]SS[/latex] and R-charge [latex]JJ[/latex]-reveals a stringy behavior at strong coupling, where energy levels align with predictions from flat-space string theory and incorporate additional KK-modes for the lowest mass levels, suggesting a graceful decay of the system into a well-defined, albeit evolved, state.](https://arxiv.org/html/2601.21992v1/plot.png)



