Reframing assurance of learning in the age of AI, moving from detection to program-level evidence.

This six-episode season of The Thought Bubble explores how higher education can credibly assure learning in an AI-enabled world. Drawing on OES’s Connected Assurance Framework, the series brings together academic leaders, learning designers and policy experts to examine how learning is designed, supported and evidenced over time. Focused on quality, equity and trust, it offers a practical, sector-facing conversation on building defensible evidence of student capability.

Episode 1 of OES's series about Assurance of Learning opens the season by reframing how we think about the process of teaching, and assessing what has been learned, in the age of AI.

While much of the sector conversation has focused on detection and academic integrity, this episode argues that these responses are symptoms of a deeper issue: the challenge of generating coherent, program-level evidence of learning over time.

Hosted by Amanda Ford (Associate Director of GenAI at OES), this episode features a conversation between Chief Academic and Partnership Officer, Dr Erin Jancauskas and Senior Academic Adviser, Sue Kokonis, who explore how AI is both exposing and accelerating long-standing tensions in assessment, evidence and academic judgement.

You’ll also hear perspectives from Rebecca Hall, OES's Director of Government Relations and higher education policy expert, Chris Gartner, bringing policy, regulatory and sector-level context to the discussion.

A key idea explored in this episode is the distinction between artefact security and evidentiary validity, and what it means to build confidence in learning through multiple signals across time, rather than relying on single assessment events.

This episode introduces the Connected Assurance Framework, which underpins the rest of the season. This framework is discussed in OES's positioning paper on Assurance of Learning which can be found here: https://oes.edu.au/assuranceoflearning/

Published by OES (Online Education Services) – www.oes.edu.au
Recorded in Melbourne, Australia.

Reframing assurance of learning in the age of AI, moving from detection to program-level evidence.
This six-episode season of The Thought Bubble explores how higher education can credibly assure learning in an AI-enabled world. Drawing on OES&rsquo;s Connected Assurance Framework, the series brings together academic leaders, learning designers and policy experts to examine how learning is designed, supported and evidenced over time. Focused on quality, equity and trust, it offers a practical, sector-facing conversation on building defensible evidence of student capability.
<hr>
Episode 1 of OES's series about Assurance of Learning opens the season by reframing how we think about the process of teaching, and assessing what has been learned, in the age of AI.
While much of the sector conversation has focused on detection and academic integrity, this episode argues that these responses are symptoms of a deeper issue: the challenge of generating coherent, program-level evidence of learning over time.
Hosted by Amanda Ford (Associate Director of GenAI at OES), this episode features a conversation between Chief Academic and Partnership Officer, Dr Erin Jancauskas and Senior Academic Adviser, Sue Kokonis, who explore how AI is both exposing and accelerating long-standing tensions in assessment, evidence and academic judgement.
You&rsquo;ll also hear perspectives from Rebecca Hall, OES's Director of Government Relations and higher education policy expert, Chris Gartner, bringing policy, regulatory and sector-level context to the discussion.
A key idea explored in this episode is the distinction between artefact security and evidentiary validity, and what it means to build confidence in learning through multiple signals across time, rather than relying on single assessment events.
This episode introduces the <a href="https://oes.edu.au/assuranceoflearning/">Connected Assurance Framework</a>, which underpins the rest of the season. This framework is discussed in OES's positioning paper on Assurance of Learning which can be found here: <a href="https://oes.edu.au/assuranceoflearning/">https://oes.edu.au/assuranceoflearning/</a>
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Published by OES (Online Education Services) &ndash; <a href="http://www.oes.edu.au">www.oes.edu.au</a> Recorded in Melbourne, Australia.

The Thought Bubble is OES’ flagship podcast for higher education, bringing together university leaders, policy experts and industry practitioners to explore the ideas shaping the future of learning.

Each season focuses on a critical shift in the sector, combining expert perspectives with practical insight into how institutions can respond, adapt and lead.

From artificial intelligence and student experience to learning design and quality assurance, The Thought Bubble goes beyond trends to examine how higher education is evolving in practice.

Tune into our higher ed podcast for insights on strategic shifts in Australian higher education, shaping the future of academia.

The Thought Bubble is OES&rsquo; flagship podcast for higher education, bringing together university leaders, policy&nbsp;experts&nbsp;and industry practitioners to explore the ideas shaping the future of learning.
Each season focuses on a critical shift in the sector, combining expert perspectives with practical insight into how institutions can respond,&nbsp;adapt&nbsp;and lead.
From artificial intelligence and student experience to learning design and quality assurance, The Thought Bubble goes beyond trends to examine how higher education is evolving in practice.
Tune into our higher ed podcast for insights on strategic shifts in Australian higher education, shaping the future of academia.

Through expert interviews and industry perspectives, season one of OES' The Thought Bubble podcast it explores how universities are responding to technological acceleration, changing workforce expectations and new models of delivery.

The Thought Bubble by OES

As Higher Education is catapulted into the digital era, many in the sector are scrambling to catch–up with the needs of our rapidly changing world. This podcast from OES shares insightful interviews with experts from around the world, examining emerging technologies and the ways in which they’re transforming how we teach, learn, evaluate, and experience Higher Education. Hosted by OES Executive Director, Claire Sadler.

Find out more about what we do: https://oes.edu.au/

As Higher Education is catapulted into the digital era, many in the sector are scrambling to catch–up with the needs of our rapidly changing world. This podcast from OES shares insightful interviews with experts from around the world, examining emerging technologies and the ways in which they’re transforming how we teach, learn, evaluate, and experience Higher Education. Hosted by OES Executive Director, Claire Sadler.
Find out more about what we do: <a href="https://aus01.safelinks.protection.outlook.com/?url=https%3A%2F%2Foes.edu.au%2F&amp;data=05%7C01%7Cjhansen%40oes.edu.au%7C3b5735c2a8894838f2c208da84bacd37%7C57d289898c4541189cde8a03712e508d%7C0%7C0%7C637968235112317827%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&amp;sdata=gTmeEN6oxcIVWyhedqRXtg%2FwbQM%2FtVZB7gtG51bMSvc%3D&amp;reserved=0">https://oes.edu.au/</a>

The Thought Bubble

OES academic and policy experts discuss why the Australian higher education sector must reframe assurance of learning in the age of AI, moving from detection to program-level evidence.

Assurance of learning in an AI world – what problem are we actually solving?

https://api.omny.fm/orgs/bd83cac2-c86b-4c95-b314-aefb00235aaa/clips/b8a3a79f-4c69-44a3-95ad-b42e00682f2d/transcript