Research in Practice
Case studies in policy analysis, empirical research, decision frameworks, technical systems and responsible-AI workflow design.
A live web tool that coaches students through structured thinking on an assignment — planning, questioning and evaluating their own reasoning — instead of generating answers for them.
TypeScript · Web application · Prompt design · Vercel deployment
Last updated 28 July 2026
Try it ↗A systematic comparison of how Australian universities regulate student use of generative AI in assessment, coded against a structured analytic framework.
Document analysis · Qualitative coding · Comparative policy analysis · Spreadsheet coding matrix
Last updated 28 July 2026
A consistency study applying the same fictional student AI-use cases to different university policies to test whether they produce the same decisions.
Vignette methodology · Policy analysis · Structured decision coding
Last updated 28 July 2026
A six-question framework that structures fair, consistent decisions about student generative-AI use in assessment.
Conceptual synthesis · Case testing · Policy analysis
Last updated 28 July 2026
A Python pipeline using web extraction and the Gemini API to collect, structure and organise university AI-policy information, with human verification of every record.
Python · Web extraction · Gemini API · Structured JSON outputs · Human verification workflow
Last updated 28 July 2026
A documented, human-led workflow in which AI assists with drafting, organising, coding and formatting while humans remain responsible for meaning, accuracy, ethics and final approval.
Workflow design · LLM-assisted drafting · Verification checklists · Documentation
Last updated 28 July 2026
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