With at least three disciplines of interest - energy and climatology, public economics, and high-performance computing - there is the issue of whether current trends in artificial intelligence are environmentally sustainable. The following is a basic sketch of electricity usage, needs, and costings.

Environment Modules allow users to dynamically modify the $PATHs in their shell environment. In particular, it provides the ability to switch between different software applications and versions. It is a very handy tool for developers who want to test against multiple versions or compilation options of an application and for users on a multi-user system (e.g., high performance computing) where both consistency and the opportunity to introduce newer features needs to exist for different research groups. The two major environment modules systems are the older, Tcl-based system, and the newer Lua-based system (Lmod). Both allow default versions of a software application to be set as in the $PATH when invoked. This can cause problems and should be disabled.

LAME (recursive acronym Lame ain't an MP3 encoder) has been an exceptional application for creating MP3 audio files from other formats (e.g., WAV, FLAC, MPEG-1, MPEG-2) or even for re-encoding existing MP3 files. Creating MP3 files is popular due to their extensive use in portable media players, as they combine an impressive reduction in file size with minimal loss from uncompressed audio.

The 2025 New Zealand Research Software Engineering Conference was held on September 23-24th. It has run for almost a decade, starting in 2016 as the CRI Coding Conference before becoming the Science Coding Conference, a title it kept until 2020, when it became the Research Software Engineering Conference. Throughout this time, it has focused on science and engineering, high-performance computing, and cloud computing and is aimed at various coders, sysadmins, software engineers, data analysts, and IT managers from public research institutions and has the endorsement of the RSE Association of Australia and New Zealand.

The following is an illustration of how to use xargs to conduct parallel operations on single-threaded applications, specifically wget.

GNU wget is a great tool for downloading content from websites. The wget command is a non-interactive network downloader; by "non-interactive" what is meant is that it can be run in the background. Some very hand options include -c (continue, for partially downloaded files), -m (mirror, for an entire website), -r --no-parent (recursive, no parent, to download part of a website and its subdirectories). The cURL application has a wider range of protocols and includes upload options, but is non-recursive.

It is appropriate, on World Quantum Day, to talk about quantum computing and quantum computers, as the two are often confused. Quantum computing is any method to generate quantum effects whereby qubit states can exist in superposition (0,1, both) rather than binary states (0,1). Binary states are represented in classical computing in low-level software as logical 0s and 1s but in hardware as high and low-voltage states.

The typical system to do quantum computing, or at least simulate it, is usually High Performance Computing (HPC). That works, it's a proven technology that has a rate of return of $44 per $1 invested - and higher when COVID research is considered. The development of HPC clusters with message passing is one of the most successful technological developments in computing in the last thirty years.

The standard computing model uses unithreaded instructions and data with automation through looping and conditional branching. Automation is encouraged as it results in the computer doing the work that it is designed for. However, this can be inefficient when using a multicore system. An alternative in HPC systems is to make use of job arrays, which use a job to allocate resources to sub-jobs which can be individually controlled, whether directed toward instruction sets or datasets.

Since 2016, Facebook Messenger has allowed the option for end-to-end encrypted messages, and in 2023, they were established as the default.

This has caused some issues with people exporting Messenger data for archival or viewing purposes. It is a lot quicker to search for information when the data is local, and it is better practice to do so.

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.