Betheny Gross
Author directory2026
A Multi-Agent Architecture for Valid, Reliable, and Scalable Skills Assessment
Megan N Imundo | Kjorte Harra | Lesley Reilly | Cory Hammon | Lauren Zito | Catrina Nieser | Betheny Gross
Proceedings of the Artificial Intelligence in Measurement and Education Conference (AIME-Con): Full Papers
Megan N Imundo | Kjorte Harra | Lesley Reilly | Cory Hammon | Lauren Zito | Catrina Nieser | Betheny Gross
Proceedings of the Artificial Intelligence in Measurement and Education Conference (AIME-Con): Full Papers
Credentials often fail to capture skills developed outside formal education, limiting access to opportunity. We introduce Current Skills Validation, a multi-agent architecture that decomposes skills assessment into a set of specialized agents, supporting fine-grained adaptivity grounded in learning science. We describe its architecture, foundations, and measurement agenda.