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Danny Liu

Danny Liu

Danny is a molecular biologist by training, programmer by night, researcher and academic developer by day, and educator at heart. A multiple international and national teaching award winner, he works at the confluence of artificial intelligence, learning analytics, student engagement, educational technology, and professional development and leadership. He is a Professor of Educational Technologies in the DVC Education Portfolio at the University of Sydney, co-chairs the University's AI in Education working group, and leads the Cogniti.ai initiative that puts educators in the driver's seat of AI.

Assessment, News & events 29 April, 2026 29 April, 2026

Why feedback matters (and matters more) for open assessments

The ability and availability of generative AI tools — which can complete many of our assessments, including quizzes, assignments, reports, reflections and presentations, potentially…

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Assessment, News & events 29 April, 2026 29 April, 2026

Guide for markers of open assessments

Purpose of this guide This guide supports markers working with open (Lane 2) assessments which are designed as assessment for learning and where any AI…

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Assessment, Educational integrity 30 October, 2025 30 October, 2025

False flags and broken trust – Can we tell if AI has been used?

A recent ABC news investigation and Sydney Morning Herald story revealed the human cost of the use of AI detectors in some universities and…

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Assessment, Educational integrity 2 October, 2025 2 October, 2025

Two parallel lanes: the roadmap for a future-ready transformative education

Generative AI is a revolutionary technology whose impact on society, industry and individuals is likely to be far larger than the invention of the…

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Assessment, Educational integrity 2 October, 2025 2 October, 2025

Navigating AI in Higher Education: tasks ahead for 2025 and 2026

The rise of generative AI marks a seismic shift in education: one that rivals the impact of the internet, the printing press, and electricity….

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Educational excellence, Offer meaningful assessment, feedback and academic integrity, Use engaging approaches to content delivery 7 July, 2025 7 July, 2025

How to design custom AIs that can propel learning

Cogniti, a platform that lets educators easily build their own generative AI ‘agents’, offers exciting opportunities to enhance teaching and learning. The key to…

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Assessment, Educational integrity 18 March, 2025 26 March, 2025

The Sydney Assessment Framework

The 6,700 unit of study availabilities in 2024 each had an average of 4.4 assessments. Students took around 30,000 individual assessments and there were…

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Assessment, Educational integrity, News & events 26 November, 2024 4 March, 2025

Aligning our assessments to the age of generative AI

TL;DR: The reality of assessment in the age of generative AI Generative AI tools exist that can accurately create content (including written work, images,…

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Assessment 12 September, 2024 1 December, 2024

Program level assessment design and the two-lane approach

The University’s ‘two-lane approach’ to assessment, summarised below in Table 1, focuses attention on the legislated need to ensure our graduates have met the…

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Sydney updates, Teaching tips 3 July, 2024 3 July, 2024

Rules, access, familiarity, and trust – A practical approach to addressing generative AI in education

TEQSA recently asked all higher education institutions to reflect “meaningfully on the impact of generative AI” on teaching, learning and assessment practices and develop…

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