Kent State University at Stark

Favorite and most difficult school subjects among STEM and non-STEM university students in Serbia and the USA

Attitudes toward school subjects are shaped by individual preferences, teaching practices, and broader sociocultural factors. However, cross-national research on how students interpret their favorite and most difficult subjects remains limited. This study employs a cross-sectiona...

SAFE-AI Unified: A Mathematical Framework for User-Applied Operations on Frozen-Weight LLMs

Monograph I of the SAFE-AI program — Zenodo Version 4. A unified mathematical framework, in four Parts, for what a disciplined user can and cannot do to a frozen-weight large language model by applying structured operations — brackets, anchors, traversal protocols, and engagement...

SAFE-AI Unified: A Mathematical Framework for User-Applied Operations on Frozen-Weight LLMs

Monograph I of the SAFE-AI program — Zenodo Version 4. A unified mathematical framework, in four Parts, for what a disciplined user can and cannot do to a frozen-weight large language model by applying structured operations — brackets, anchors, traversal protocols, and engagement...