3 papers
cs.AI2026
Blast Radius
MY Pitsane, Hope Mogale
Agentic coding faces growing problems of affordability and wasted tokens. We introduce Blast Radius, a predictive memory management layer that estimates an incoming prompt's reach…
cs.AI2026
Heaviside Continuity of Rolling Coefficients for Eliminating Epistemic Entropy in Large Language Models
MY Pitsane, Hope Mogale
Large language models (LLMs) generate fluent outputs that can be wrong. Unlike humans, who often exhibit cues when providing false information, LLMs produce errors that are difficu…
cs.CV2025
Balancing Accuracy, Calibration, and Efficiency in Active Learning with Vision Transformers Under Label Noise
Moseli Mots'oehli, Hope Mogale, Kyungim Baek
Fine-tuning pre-trained convolutional neural networks on ImageNet for downstream tasks is well-established. Still, the impact of model size on the performance of vision transformer…