Aotearoa New Zealand has run eResearch symposiums and conferences since 2010, with the 2025 conference held in Christchurch, co-hosted with Genomics Aotearoa, New Zealand eScience Infrastructure (NeSI) and REANNZ. The first day, a "Carpentries Connect" event, was held at Canterbury University, whilst the main conference was held at the "Chateau on the Park" motel. The conference is focused on technological tools and processes that aid researchers; it is notable that most of the attendees are in the fields of technology deployment, support, management, education and training; they are often professionals who are concurrently researchers or come from a research background.

The Carpentries Connect day featured the Executive Director of the Carpentries, Dr. Kari L. Jordan, who spoke passionately on the importance of the Carpentries to improve the computational skills of researchers and the process of continuous improvement, dedication to evidence-based andragogy, and expansion over the last twenty-seven years. This has led to over 100,000 people receiving instruction and widespread adoption throughout the world and, in particular, in New Zealand. Of particular note was the annoucement that the HPC Carpentry program was now sufficiently developed - after many years - that deployment was expected this year. Of note, Dr. Tom Pollard from Massachusetts Institute of Technology (MIT), USA and Technical Director, delivered a fascinating talk on "Responsible Machine Learning" and what "irresponsible" machine learning looks like!

The conference proper consisted of three days of keynotes and concurrent sessions, about 75 in total. It is, of course, impossible to give a summary of all events that give them justice, but rather remarks are given on a few presentations that especially stood out from my own perspective. These must include the keynotes from Dr Giuseppe Barca from the University of Melbourne on quantum chemistry, drug development, and the use of Frontier, the second most powerful public supercomputer in the world, and especially their development of GPU-based quantum chemistry software, linear scaling and quantum potential and ML training with multi-layer molecular mechanics.

Another was Professor Rick Stevens of the University of Chicago and Argonne National Laboratory, who illustrated the explosive development in AI in the past few years and how planning was already underway for further massive investment in LLMs in the next few years. His comments matched a pithy remark from April Neoh of NVIDIA/HPE earlier in the conference that model innovations were "learning faster than we can learn what to do with it". He also made the observation that there was increasing pressure for hardware to move to mixed precision for performance, which matched Barca's earlier remarks that the future will increasingly have domain-specific architectures.

A third presentation of note was that from Amber McEwan, Chief Executive Officer at REANNZ, who spoke on the merge of NeSI with that body, following the Ministry of Business, Innovation, and Employment report proposing the merger in 2022 and the directive for implementation. It was, as can expected, a carefully-worded presentation that outlined the process for integration, the need for consolidation of eResearch infrastructure, and the purpose to attract and retain talent in the eResearch workforce. The initial stage, also as can be expected for these two mature organisations, is a "lift and shift" approach that will be complete by July 2025.

My own presentation, "HPC Bioinformatics Education: The University of Melbourne Experience" drew from a large body of previous work on HPC education. An outline of the UoM and precinct environment for bioinformatics was provided, along with general andrological approaches, the University of Melbourne's HPC onboarding process, particular needs for bioinformaticians, and empirical outcomes were all provided. The presentation was well-received, with ongoing interest and feedback. I must also note that the talk dovetailed quite nicely into the one that was followed by Paul Gardner of the University of Otago, who, following exhaustive test cases, differentiated bioinformatic tools across the dimensions of speed and accuracy and concluded that sustained development was the best metric for determining the most effective software.

Understandably, interest in developing eresearch skills featured highly, with several presentations returning to this subject of discussion with an extensive BoF dedicated to the topic from the Carpentries groups, NeSI, Genomics Aotearoa, and the individual universities. Another item of interest was how extensive the "Spartan architecture" of hybrid HPC extended with cloud compute ("FlexibleHPC" is their preferred term) and with a lowered barrier-to-entry with Open OnDemand has been adopted in New Zealand, both in terms of the national system and smaller systems at Otago University and the University of Canterbury. The national system, following upgrades, will have 20K cores using AMD Genoas plus existing AMD Milan and Intel Broadband processors.

Overall, eResearchNZ continues to be an exceptional conference that brings together those on the cutting edge of high performance and high throughput computing, the people who look after such systems, and those who provide a bridge for researchers to access and understand the technology. After conferences that, due to COVID circumstances, were held in virtual environments, to have face-to-face meetings again allowed for excellent networking opportunities and free conversation and elaboration on presentations. Once again, New Zealand can be justly proud of its ability to "punch above its weight" and put on a world-class eResearch conference.