Showing posts with label Artificial Intelligence (AI). Show all posts
Showing posts with label Artificial Intelligence (AI). Show all posts

Tuesday, August 27, 2024

So, you're wondering what is an appropriate use of AI in academia, eh?

NOTE: This is part of a series of posts that I've written for students. Here are some others:


Here’s my personal policy on using Artificial Intelligence in academia: Asking an AI Chat Bot to write your assignments is a form of academic dishonesty (just as it is unacceptable to search online for existing text and submitting that work as your own). There are, however, ways to use AI appropriately as a support for research and writing. We will have a discussion in class about this to make sure we are all on the same page about what constitutes a legitimate use of AI in your assignments. 

As an example of appropriate uses of AI from my own experience: I sometimes ask my AI to help suggest clearer phrasing when I’m struggling with a long and difficult sentence – but honestly I increasingly find myself avoiding doing so, because research shows this weakens our cognitive capacities. Sometimes I’ll upload text I’ve written and asked it to critique the argument and outline areas of weakness. I also have used AI to help manage a data file in Excel (creating new tabs, formulas, and charts to cut down on the amount of manual labor required to do this myself), used Claude Code to make a video game with my kids, and asked it to simplify readings or search for evidence (for instance, “what did X person have to say about Y? Can you provide a link to the source?”). I consider all of these potentially appropriate uses of AI. However, in each instance I want to emphasize three things: 

First, AI isn’t necessarily better. It is important to me personally that I don’t come to see AI as superior to human work – after all, it is fundamentally based on human language, and built by humans. Also, I do not want to rely on AI as a crutch, which could dull my critical thinking capacities. I want to use it as a tool to support further critical thinking skills. So, I recommend always asking oneself “do I really need to ask this of the AI, or can I do it better if I just put in the effort?” Many times I have found using AI has actually taken up more time than if I had just worked out a problem myself. And the quality of the work is almost always better (at least in my mind) when I’ve done it myself.

Second, it is essential to understand that AI frequently hallucinates – even the newest models. It is based on existing language out there in the world, but it can be duped, frequently misunderstands social cues or human context, and tends to make up answers rather than admit that it does not know. As an example, I once asked an AI Chat Bot to create a list of the 10 most influential books on a given topic. It came back with a list, but some of the entries were of questionable fit (not quite related to the topic I had asked), and a few of the entries were completely fabricated. They were real-sounding books by real-sounding experts, but they totally did NOT exist in the real world! All this to say, it is absolutely crucial to fact check and verify any substantive work that you ask AI to do, especially if this involves internet research. As scholars we have a duty to verify work produced by AI – especially if our work ends up online – to make sure that future research is not building upon faulty and fabricated data. 

Finally, I would like students to add an AI usage disclosure statement to any assignments for which AI was used. This should appear at the end of your assignment as a statement indicating how you used AI in your research and writing process (even if you did not use it at all). An example will be provided in class. If you should find yourself asking your AI Chat Bot to write out an AI usage disclosure statement for you, I recommend that you stop, step away from your computer, and go for a walk in nature, and contemplate what the world might be like if humans no longer feel confident writing anything without first asking an AI to do the work for them.

AI Usage Disclosure Statement: I wrote this policy entirely without using AI. Afterwards, I uploaded the policy to my AI Chat Bot and asked it to provide suggestions for improvement. While it did come back with a list of ideas, I decided none of the suggested additions it offered were really necessary, so the original human-generated text which I wrote has remained unaltered. I also used Gemini to help reformat the text which I had written in a Word Doc for the purposes of reposting it on this blog site.