152 citations · 172 across the 5 of their papers we have counts for
7 papers
RLX: A Unified Multi-Backend Tensor Compiler and Distributed Runtime in Rust
Eugene Hauptmann, Nataliya Kosmyna
Production machine learning (ML) stacks often split graph compilation and kernel execution across different layers and languages, making backend behavior, deployment guarantees, an…
Socrates went Nuclear: Comparing Interaction Strategies for AI systems in a Learning Context using Brain Sensing
Alexandre Clin Deffarges, Nataliya Kosmyna, Pattie Maes
Does unrestricted AI access bypass the cognitive effort required for learning, or does it streamline knowledge acquisition? This paper reports on a study where we compare three des…
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…
Analyzing Speech Motor Movement using Surface Electromyography in Minimally Verbal Adults with Autism Spectrum Disorder
Wazeer Zulfikar, Nishat Protyasha, Camila Canales +13
Adults who are minimally verbal with autism spectrum disorder (mvASD) have pronounced speech difficulties linked to impaired motor skills. Existing research and clinical assessment…