Why I won’t link to AI resources

I received a very kind email today from someone who had found my page Resources for year 6 teachers on coding and programming helpful, and wanted to suggest another link for me to add, about AI resources.

I’m sure it was a helpful and useful link, but I didn’t feel able to add it. Here’s the email I wrote explaining why:


Thank you for your email, and I’m really glad you found the resources on my web site helpful.

I’m very sceptical about AI, and so cautious about recommending resources about it. Of course, I think it’s important for students to learn about the techniques involved and the potential benefits and harms it can have for our society, but before I could link to resources I would need to do lots of research to be sure I could stand behind what was being said.

If you are surprised to hear I feel quite negatively about AI, my concerns fall in three different areas:

  • taking other people’s work and passing it off as your own – systems like ChatGPT and DALL-E consume vast amounts of copyrighted material and produce output that is derived from it without any reward for the people who created it.
  • incorrect results, dangerous behaviour and bias – many companies are promoting AI assistants and even AI “friends”, making bold statements about their reliability, despite numerous example of bots being “tricked” into saying dangerous things (e.g. promoting suicide) or simply acting in biased ways (e.g. Amazon’s recruiting AI that was biased against women). Machine learning models are characterised by the fact that we don’t know how they work, so we can’t make any supportable claims about how they will behave.
  • environmental impact – training these models takes vast amounts of energy and water. These costs are currently being hidden by the huge amount of money being invested in the hope that there will be a great return in terms of value. I don’t think much value has been generated so far…

Of course, I believe we will eventually integrate AI into our society, and hopefully in a responsible way (although I have my doubts) but right now I see it as mostly a massive hype cycle, like cryptocurrency and “the cloud” before it.

I’m sorry I can’t provide links to back up my arguments, but I am suffering from the same problem: I don’t have time to check my sources properly so I can be sure I’m sending you reliable information. I do encourage you to research further!

So, apologies for not being able to help (and for writing you an essay!) but I can’t add the link you so kindly suggested.

Good luck in your project,


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