AI's Hidden Cultural Bias
AI inherits the blind spots of data
Apr 22, 2026 · 1 hr 47 min · 12 segments
In this episode, I welcome my friend and Eedi co-founder, Dr Simon Woodhead. We dive into the evolution of educational technology, data collection, and AI's role in personalised learning. Join us as…
Simon WoodheadGuest
Craig BartonHost
Well, let's go back to the start of the story because we'll have some listeners who are as old as us, Simon, who may remember the company Autograph.

And it's still around in various guises, but that's where we first started our kind of working relationship.

Just tell us a little bit about Autograph and those early days of kind of ed tech in that format.

What was Autograph? How did you get involved? And what lessons did you learn from that experience?

Yeah, so Autograph was one of the first companies which did dynamic visualization of mathematics.

And they really were fantastic and leading in that space for quite a while, particularly on the 3D side.

um so um there were other companies um which came later so Geogebra came later Desmos came later and they're the kind of probably the big names that everybody will have heard of but um uh yeah there was Cabri and there was Autograph and a couple of others I've forgotten the names of um when when we were doing this work um I actually started there straight after doing my PhD um I wanted to work specifically in building learning content for mathematics, basically.

So I worked there where I created lots of resources on things like, you've probably seen all of these visualizations, everybody's probably seen these, where you do things like cut up a circle and then reorder all the pieces to show how you can calculate the area of a circle.

when you'd done a review of Autograph and you'd given us a really fantastic review on your website.

And then we got in touch and we wrote, well, you wrote two books, Autograph Activities.

I'll tell you what's interesting here, Simon, because in the day and age we live in now, it is mad that you had to get autographed on a CD originally.

And then there would be like autograph two, and then there'd be autograph three, and maybe like a year or 18 months or two years in between.

And also for listeners who will be very familiar with Desmos, there was no autograph web or anything.

Well, let's go back to the start of the story because we'll have some listeners who are as old as us, Simon, who may remember the company Autograph.

And it's still around in various guises, but that's where we first started our kind of working relationship.

Just tell us a little bit about Autograph and those early days of kind of ed tech in that format.

What was Autograph? How did you get involved? And what lessons did you learn from that experience?

Yeah, so Autograph was one of the first companies which did dynamic visualization of mathematics.

And they really were fantastic and leading in that space for quite a while, particularly on the 3D side.

um so um there were other companies um which came later so Geogebra came later Desmos came later and they're the kind of probably the big names that everybody will have heard of but um uh yeah there was Cabri and there was Autograph and a couple of others I've forgotten the names of um when when we were doing this work um I actually started there straight after doing my PhD um I wanted to work specifically in building learning content for mathematics, basically.

So I worked there where I created lots of resources on things like, you've probably seen all of these visualizations, everybody's probably seen these, where you do things like cut up a circle and then reorder all the pieces to show how you can calculate the area of a circle.

when you'd done a review of Autograph and you'd given us a really fantastic review on your website.

And then we got in touch and we wrote, well, you wrote two books, Autograph Activities.

I'll tell you what's interesting here, Simon, because in the day and age we live in now, it is mad that you had to get autographed on a CD originally.

And then there would be like autograph two, and then there'd be autograph three, and maybe like a year or 18 months or two years in between.

And also for listeners who will be very familiar with Desmos, there was no autograph web or anything.
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3 of 12
AI's Hidden Cultural Bias
AI inherits the blind spots of data
AI's Workforce Disruption
AI may transform more jobs than expected
Why Educational Data Matters
Specialized student data could reshape education profoundly
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