The University of Sydney: Recent submissions
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Measuring the machine: Evaluating Generative AI as Pluralist Sociotechnical Systems
Published 2026In measurement theory, instruments do not simply record reality; they help constitute what is observed. This thesis argues that generative AI evaluation works the same way: benchmarks do not just measure models, they help ...Open AccessThesis -
Molecular investigations and gene editing approaches for sustainable agriculture; understanding and optimising nitrogen transporters in cereals
Published 2026Nitrogen is a critical macronutrient for plant growth, yet its uptake and regulation in cereal crops remain complex and inefficient under variable environments. This thesis investigates the molecular, regulatory and ...EmbargoedThesis -
Multi-modal Understanding and Generation
Published 2026The convergence of computer vision and natural language processing has been accelerated by large-scale pre-training, enabling machines to align visual concepts with semantic meaning. However, a gap remains between the ...Open AccessThesis -
Advancing Microfluidic Technologies for Applications in Chemical Synthesis, Biosensing, & Microphysiological Systems
Published 2026Microfluidic technologies have transformed biomedical research by enabling precise control of small fluid volumes, supporting advances in diagnostics, chemical synthesis, and tissue modelling. This thesis investigates ...USyd AccessThesis -
Designing and Testing an AI System to Understand Student Muddy Card Responses
Published 2026-04-02Muddy cards are an active learning technique where students record the most confusing point from a lecture. They improve students’ memory retention and self-efficacy, and aid in developing their under- standing of course ...Open AccessThesis