2 papers
cs.LG2026
From BERT to Frontier Agents: Eight Years of Language-Model Progress, the Collapse of the Capability-Cost Curve, and the Rise of Task-Targeted Models
Pranav Kumar Kaliaperumal
Between October 2018 and July 2026 AI models progressed from simple systems like BERT to massive agents that solve complex math and write software. The ability to resolve real codi…
cs.HC2026
Cognitive Load Estimation Using Brain Foundation Models and Interpretability for BCIs
Deeksha M. Shama, Dimitra Emmanouilidou, Ivan J. Tashev
Accurately monitoring cognitive load in real time is critical for Brain-Computer Interfaces (BCIs) that adapt to user engagement and support personalized learning. Electroencephalo…