Preparation
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However, if you'd like to get a head start on some of the ideas we'll be covering (or if you're just the curious type and you like reading interesting stuff) here are a few free resources.
Andrey Markov & Claude Shannon Counted Letters to Build the First Language-Generation Models covers some of the historical background. Andrey Markov & Claude Shannon Counted Letters to Build the First Language-Generation Models (IEEE Spectrum)The Dummy's Guide to Modern LLM Sampling covers the "sampling" part of the process in detail, but also has some helpful definitions at the top. Dummy's Guide to Modern Samplers
Brendan O'Conner's slides on N-Gram Language Models are interesting if you want to go further with the maths (although this is much more maths than we'll use - this session really is for everyone).For Students
Students can attend this event as part of a KNoT, our Knowledge and Being Workshops that can contribute to course requirements. KNoTs are workshops designed to help students develop the skills, knowledge, and ways of being that are essential for working in complex, real-world contexts.
LLMs Unplugged
In this hands-on workshop you will train and use your own language model from scratch - with just pen and paper and a bit of...
Poster preview
Enabling Technologies
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LLMs Unplugged: A tech-free guide to understanding (and teaching) AI
In this hands-on workshop you will train and use your own language model from scratch - with just pen and paper and a bit of dice rolling. Through...
Date: Thursday 28 May 2026 12–2pm
Led by: Ben Swift
Location: Level 3 Birch Building, 35 Science Road, Canberra
Skills you’ll develop:
- Evidence Evaluation
- Critical Analysis
This is a workshop in the SoCIETIE Initiative: a 6-unit transdisciplinary course open to all students. You don’t need to be in the class to join. RSVP to secure your spot.
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LLMs Unplugged: A tech-free guide to understanding (and teaching) AI
LLMs Unplugged: A tech-free guide to understanding (and teaching) AI
Thu 28 May, 12pm · Level 3 Birch
Led by Ben Swift