Abstract: In many data domains, such as engineering and medical diagnostics, the inherent uncertainty within datasets is a critical factor that must be addressed during decision-making processes. To ...

Playbooks is a programming language, a stable semantic intermediate representation (PBAsm), and a runtime for building and running AI agents. It treats large language models as semantic execution ...

Abstract: Statistical learning with programming can be used to improve statistical literacy, teach students, and promote educational innovations in information-driven universities through ...