University of Auckland Open Day 2026: An Interactive LLM Demo cover image

University of Auckland Open Day 2026: An Interactive LLM Demo

August 29, 2026 · 1 min read
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University of Auckland Open Day 2026

On Saturday, 29 August 2026, our research group welcomed prospective students and their families to the University of Auckland Open Day. We prepared an interactive Large Language Model (LLM) demonstration, giving visitors an opportunity to experience a conversational AI system first-hand.

The demonstration used a GPU–FPGA prefill–decode (PD) separation design to support responsive, natural-language interaction. It provided a practical way to introduce prospective first-year students to the hardware–software co-design ideas that underpin efficient AI systems.

Yulin Fu and Jianglan Zhu, two of my PhD students, explained the internal technical details behind the demonstration and discussed how the GPU and FPGA components work together. It was a pleasure to share our research with future University of Auckland students and their families.

Dr Sean Longyu Ma
Authors
Tenure-Track Assistant Professor
Sean Longyu Ma is a tenure-track faculty member in the School of Computer Science at the University of Auckland. His research focuses on FPGA-based computing, RISC-V customisation, high-level synthesis, and heterogeneous computing.