
This paper highlights insights gained from using a hackathon as a participatory method to capture search query variability, along with approaches to overcome its limitations. The hackathon, organised by the ARC Centre of Excellence for Automated Decision-Making and Society (ADM+S), was held in Melbourne, Australia, in November 2025.
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