Data Science Explainer

Scaling scams

It's important, when you're making graphs, to think about the story you want to tell with the data, and what type of graph, and what features of the graph, will help you tell that story. Likewise, when you're looking at someone else's graph, we all need to apply that critical data literacy and look at the scale on the y axis, as well as checking the labels, finding out the origin of the data, and considering whether the graph is accurate, a valid way to display that data, and what story it might be trying to tell you.

Artificial Intelligence, Tech Industry

Ethical uses of AI

There is no ethical way to use AI. At least not the Large Language Models (LLMs) we’re mostly talking about these days when we talk about AI. I’m going to unpack that in a moment, but first let me stress that I am not, for a moment, calling teachers who use AI unethical. The ethical responsibility here does not lie with users of LLMs. It lies firmly with the industry that has created and promoted the use of these machines in wholly unethical ways.

Uncategorized

What do we value?

When I'm trying to get a piece of work out the door, I can often be heard muttering to myself "Perfect is the enemy of done." Because the urge to fuss, and edit, and polish until not a blemish can be seen is absolutely fatal to the need to get something finished. I know that,… Continue reading What do we value?

Uncategorized

Teacher Guide to AI – please help!

We must educate ourselves, and our children, to be in a position to be rationally sceptical of technological hype. As a society, we need some inoculation against magical technological thinking. But where do teachers and schools start? Without a background in Artificial Intelligence, how can we expect teachers to inoculate our kids against the hype? How do we teach them to be more savvy and compassionate consumers and makers of technology? That’s where we come in. Laura Summers from Debias AI and Dr Linda McIver from the Australian Data Science Education Institute are putting together a teacher’s guide to AI, but we need your help to make sure the guide is exactly what you need. To that end we’ve put together a survey. We would love it if you could fill it out and share it with all of your teacher friends.