Dan Hart and Michelle Michael: Bringing AI to Students in New South Wales

Dan Hart and Michelle Michael: Bringing AI to Students in New South Wales

Author: Daniel Bashir July 4, 2024 Duration: 1:13:54

Episode 129

I spoke with Dan Hart and Michelle Michael about:

* Developing NSWEduChat, an AI-powered chatbot designed and delivered by the NSW Department of Education for students and teachers.

* The challenges in effectively teaching students as technology develops

* Understanding and defining the importance of the classroom

Enjoy—and let me know what you think!

Dan Hart is Head of AI, and Michelle Michael is Director of Educational Support and Rural Initiatives at the New South Wales (NSW) Department of Education.

Find me on Twitter for updates on new episodes, and reach me at editor@thegradient.pub for feedback, ideas, guest suggestions.

I spend a lot of time on this podcast—if you like my work, you can support me on Patreon :) You can also support upkeep for the full Gradient team/project through a paid subscription on Substack!

Subscribe to The Gradient Podcast:  Apple Podcasts  | Spotify | Pocket Casts | RSSFollow The Gradient on Twitter

Outline:

* (00:00) Intro

* (00:48) How NSWEduChat came to be, educational principles for AI use

* (02:37) Educational environment in New South Wales

* (04:41) How educators have adapted to new challenges for teaching and assessment

* (07:47) Considering technology advancement while teaching and assessing students

* (12:14) Educating teachers and students about how to use AI tools

* (15:03) AI in the classroom and enabling teachers

* (19:44) Product-first thinking for educational AI

* (22:15) Red teaming and testing

* (24:02) Benchmarking, chatbots as an assistant

* (26:35) The importance of the classroom

* (28:10) Media coverage and hype

* (30:35) Measurement and the benchmarking process/methodology

* (34:50) Principles for how chatbots should interact with students

* (44:29) Producing good educational outcomes at scale

* (46:41) Operating with speed and effectiveness while implementing governance

* (49:03) How the experience of building technologies evolves

* (51:45) Identifying good technologists and educators for development and use

* (55:07) Teaching standards and how AI impacts teachers

* (57:01) How technologists incorporate teaching standards and expertise in their work

* (1:00:03) NSWEduChat model details

* (1:02:55) Value alignment for NSWEduChat

* (1:05:40) Practicing caution in filtering chatbot responses

* (1:07:35) Equity and personalized instruction — how NSWEduChat can help

* (1:10:19) Helping students become “the students they could be”

* (1:13:39) Outro

Links:

* NSWEduChat

* Guardian article on NSWEduChat



Get full access to The Gradient at thegradientpub.substack.com/subscribe

Hosted by Daniel Bashir, The Gradient: Perspectives on AI moves beyond surface-level headlines to explore the intricate machinery and human ideas shaping artificial intelligence. Each episode is built on a foundation of deep research, leading to conversations that are both technically substantive and broadly accessible. You'll hear from researchers, engineers, and philosophers who are actively building and critiquing our technological future, discussing not just how AI systems work, but the larger implications of their integration into society. This isn't about speculative hype; it's a grounded examination of real progress, persistent challenges, and ethical considerations from those on the front lines. The discussions peel back layers on topics like model architecture, policy, and the fundamental science behind the algorithms becoming part of our daily lives. For anyone curious about the substance behind the buzz-whether you have a technical background or are simply keen to understand a defining technology of our age-this podcast offers a crucial and thoughtful resource. Tune in for a consistently detailed and nuanced take that treats artificial intelligence with the complexity it deserves.
Author: Language: English Episodes: 100

The Gradient: Perspectives on AI
Podcast Episodes
Vivek Natarajan: Towards Biomedical AI [not-audio_url] [/not-audio_url]

Duration: 1:55:03
Episode 126I spoke with Vivek Natarajan about:* Improving access to medical knowledge with AI* How an LLM for medicine should behave* Aspects of training Med-PaLM and AMIE* How to facilitate appropriate amounts of trust…
Thomas Mullaney: A Global History of the Information Age [not-audio_url] [/not-audio_url]

Duration: 1:43:45
Episode 125False universalism freaks me out. It doesn’t freak me out as a first principle because of epistemic violence; it freaks me out because it works. I spoke with Professor Thomas Mullaney about:* Telling stories a…
Seth Lazar: Normative Philosophy of Computing [not-audio_url] [/not-audio_url]

Duration: 1:50:17
Episode 124You may think you’re doing a priori reasoning, but actually you’re just over-generalizing from your current experience of technology.I spoke with Professor Seth Lazar about:* Why managing near-term and long-te…
Suhail Doshi: The Future of Computer Vision [not-audio_url] [/not-audio_url]

Duration: 1:08:07
Episode 123I spoke with Suhail Doshi about:* Why benchmarks aren’t prepared for tomorrow’s AI models* How he thinks about artists in a world with advanced AI tools* Building a unified computer vision model that can gener…
Azeem Azhar: The Exponential View [not-audio_url] [/not-audio_url]

Duration: 1:46:25
Episode 122I spoke with Azeem Azhar about:* The speed of progress in AI* Historical context for some of the terminology we use and how we think about technology* What we might want our future to look likeAzeem is an entr…
David Thorstad: Bounded Rationality and the Case Against Longtermism [not-audio_url] [/not-audio_url]

Duration: 2:19:02
Episode 122I spoke with Professor David Thorstad about:* The practical difficulties of doing interdisciplinary work* Why theories of human rationality should account for boundedness, heuristics, and other cognitive limit…
Michael Sipser: Problems in the Theory of Computation [not-audio_url] [/not-audio_url]

Duration: 1:28:21
In episode 119 of The Gradient Podcast, Daniel Bashir speaks to Professor Michael Sipser.Professor Sipser is the Donner Professor of Mathematics and member of the Computer Science and Artificial Intelligence Laboratory a…
Andrew Lee: How AI will Shape the Future of Email [not-audio_url] [/not-audio_url]

Duration: 1:03:40
In episode 118 of The Gradient Podcast, Daniel Bashir speaks to Andrew Lee.Andrew is co-founder and CEO of Shortwave, a company dedicated to building a better product experience for email, particularly by leveraging AI.…