4 papers
NeuroSkill(tm): Proactive Real-Time Agentic System Capable of Modeling Human State of Mind
Nataliya Kosmyna, Eugene Hauptmann
Real-time proactive agentic system, capable of modeling Human State of Mind, using foundation EXG model and text embeddings model, running fully offline on the edge. Unlike all pre…
Detecting Reading-Induced Confusion Using EEG and Eye Tracking
Haojun Zhuang, Dünya Baradari, Nataliya Kosmyna +4
Humans regularly navigate an overwhelming amount of information via text media, whether reading articles, browsing social media, or interacting with chatbots. Confusion naturally a…
Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task
Nataliya Kosmyna, Eugene Hauptmann, Ye Tong Yuan +5
This study explores the neural and behavioral consequences of LLM-assisted essay writing. Participants were divided into three groups: LLM, Search Engine, and Brain-only (no tools)…
NeuroChat: A Neuroadaptive AI Chatbot for Customizing Learning Experiences
Dünya Baradari, Nataliya Kosmyna, Oscar Petrov +2
Generative AI is transforming education by enabling personalized, on-demand learning experiences. However, current AI systems lack awareness of the learner's cognitive state, limit…