WCU-AIR

Projects

Our group develops open-source tools and evaluation frameworks to support transparent and reproducible AI research. Each project contributes to our broader goal of understanding and extending the practical capabilities of intelligent systems.

On-going Projects

Video Over RTP Enhancements and Testing Methods
Video Over RTP Enhancements and Testing Methods

Analyzing, understanding, and modifying the Real-Time Transport Protocol (RTP) to enhance its security and user access management features.

Emerging Trends in Large Language Model Use for Undergraduate Introductory Programming Education
Emerging Trends in Large Language Model Use for Undergraduate Introductory Programming Education

Investigating how linguistic compression can enhance reasoning accuracy and reduce hallucination in Small Language Models (SLMs) through token-efficient prompt design.

Linguistic Compression for Token-Efficient Reasoning in Small Language Models
Linguistic Compression for Token-Efficient Reasoning in Small Language Models

Investigating how linguistic compression can enhance reasoning accuracy and reduce hallucination in Small Language Models (SLMs) through token-efficient prompt design.

Evaluating the Limitations of Local LLMs in Solving Complex Programming Challenges
Evaluating the Limitations of Local LLMs in Solving Complex Programming Challenges

A systematic evaluation of the performance limitations of local Large Language Models (LLMs) when solving complex programming problems.

Past Projects

One YAML File to Describe Them All
One YAML File to Describe Them All

Containerized environments for computer science education using a single YAML configuration file template

A Detailed Comparative Analysis of Blockchain Consensus Mechanisms
A Detailed Comparative Analysis of Blockchain Consensus Mechanisms

A comprehensive comparative analysis of two dominant blockchain consensus mechanisms, Proof of Work (PoW) and Proof of Stake (PoS)

Predicting ChatGPT s Ability to Solve Complex Programming Challenges
Predicting ChatGPT’s Ability to Solve Complex Programming Challenges ChatGPT Prediction

Exploring modern LLMs performance in solving complex programming problems.