(1) Overview of the Research Problem Despite rapid advances in Large Language Models (LLMs), their deployment in professional knowledge-intensive sectors remains constrained by hallucinations and data gravity. LLMs frequently generate plausible but unsupported outputs when applied to specialized corpora, while organizations hold vast quantities of “dark data” embedded in unstructured PDF archives. In archaeology and […]

Current artificial intelligence (AI) agents deployed in enterprise settings make static, one-shot decisions and cannot adapt as context changes or learn from the outcomes of past actions. This research addresses two limitations of enterprise AI agents: (i) the inability to dynamically adjust reasoning effort based on the uncertainty and stakes, and (ii) the inability to […]

Winterpixel Games Inc. is developing Gatherwood Grove, a large-scale multiplayer game that currently relies on an inefficient system where game world data is constantly regenerated and discarded. This project aims to build a new “persistent” storage architecture that allows the game to permanently save world data and player changes, rather than deleting them when players […]

This project aims to develop an immersive digital twin system to enhance the safety and monitoring of hydrogen pipeline infrastructure. By integrating real-time sensor data with virtual and mixed reality (XR) interfaces, the research provides operators with intuitive spatial visualizations for proactive risk assessment and structural health monitoring. The collaboration benefits the University of Calgary […]

The project uses large language models (LLMs) and information-theory measures to quantify how people think in real conversations. The goal is to create a pipeline that quantifies informational content (the purpose of the utterance is to provide/inquire information) and relational content (the purpose is to build a stronger relational bond with the other speaker) in […]

PROVA Innovations Ltd. is developing WithinStride®, a Canadian-designed smart insole system that supports gait rehabilitation using wearable technology and connected digital health tools. The system is intended to help individuals with mobility challenges improve their walking patterns and support recovery in both home and clinical environments. This project will focus on strengthening the overall performance, […]

Kara RH est une entreprise spécialisée en intelligence d’affaires appliquée à la gestion des ressources humaines. Sa solution web, Kara Analytix, permet aux gestionnaires d’accéder à des tableaux de bord RH intelligents pour optimiser la prise de décision, améliorer la performance des équipes et favoriser la rétention des talents. Dans une optique d’innovation, l’entreprise souhaite […]