Natural v.s. Artificial Intelligence in Teaching

by | Sunday, November 09, 2008

The field of educational technology is littered by attempts to replace the teacher by creating some kind of a technological learning system that would make the teacher redundant. All such attempts have failed. This has, however, not prevented people from trying.

This is particularly true in India, where teacher recruitment, retention and most importantly quality are immense challenges. In such a context the idea that computers can replace teachers is quite attractive. For instance, the Azim Premji Foundation spent millions of rupees in developing curricular multimedia CDs that were distributed directly to students, sidestepping the teacher altogether. Their own research shows that this tactic did not work.

Now, for someone like me, who values what teachers bring to the table, this result may not be much of a surprise. It is interesting though to find that there really isn’t much research to support my position. Such research is difficult to do – and comparisons are hard to experimentally control and study. This is why I perked up when I saw an article in the latest edition of the journal Educational Technology Research & Development.

This paper (complete citation below) reports a study that compared students learning complex scientific topics either by regulating their learning by themselves or under the guidance of a human tutor. As the paper says

learners in the ERL condition regulated their learning by activating prior knowledge, engaging in several monitoring activities, deploying several effective strategies, and engaging in adaptive help-seeking. By contrast, learners in the SRL condition used ineffective strategies and engaged in fewer monitoring activities.

What makes this finding even more interesting is that the human tutors were constrained in multiple ways from behaving like true teachers. They had to use a “tutoring script” in which they were explicitly “instructed to avoid providing the student
with content knowledge extraneous to the information in the hypermedia environment.” This was done in order to maintain experimental control between the two conditions – something that methodological sense, but does not make any kind of “real-world” sense. I wonder how different the results would have been if the tutors has NOT been constrained and made to act like computers!

Again this is not a criticism of the research study. The study is well designed within the parameters of an experimental research study. The lesson I take from it though, is that even the best designed hypermedia system does not perform as well as a strongly constrained teacher, and that is an important lesson indeed. Which is why, I guess, William James said that psychology is a science and teaching is an art!

Complete reference:
Azevedo, R., Moos, D. C., Greene, J. A., Winters, F. I. & Cromley, J. G. (2008). Why is externally-facilitated regulated learning more effective than self-regulated learning with hypermedia? Education Tech Research Dev 56:45–72.

A few randomly selected blog posts…

Coding with ChatGPT3: On gaining a superpower

Coding with ChatGPT3: On gaining a superpower

I had heard that ChatGPT3 could help with writing code and just hadn't much time to play with it. Part of the reason is that I haven't really coded in almost 2 decades (maybe more) so was somewhat hesitant to jump in. But again I kept reading of people doing amazing...

Explore, Create, Share… the videos

Note: This post was updated on March 21, 2024 since some of videos were not showing up for some reason. Over the past few months I have been working with my kids on creating short thematic videos. The themes we chose were the three words, Explore, Create & Share....

The distance education revolution

TCRecord this week features an article by Gary Natriello titled Modest Changes, Revolutionary Possibilities: Distance Learning and the Future of Education. As the abstract says In this essay, I take stock of the developments shaping distance learning and consider the...

The mathematical “i”

The mathematical “i”

I guess 'tis the season of Math-Po's! Sue VanHattum, whose challenge started all this, commented on my recent Math-Po (Math-Po (Mathematical Poetry): Goldbach’s Conjecture) by providing an example of her own writing, a poem titled Imaginary Numbers Do the Trick. That...

Teaching design, some ideas

I recently received an email from a teacher in Poland, seeking advice for a curriculum outline for their Design Technology Section. They said, and I quote: Unfortunately, I have minimal experience with the subject as a teacher or as a student in my younger years,...

It Takes Two: A scientific romp using AI

It Takes Two: A scientific romp using AI

Dark 'n' Light is an e-zine that "explores science, nature, social justice and culture, through the arts and humanities." It is a labor of love by a small, dedicated team led by Susan Matthews, former legal and policy wonk, turned editor and podcaster. I came to know...

Creativity, computers & the human soul

In his article Is Google making us stupid? the author Nicholas Carr takes Sergi Brin to task for something he had said in a 2004  interview with Newsweek. Brin is quoted as saying “Certainly if you had all the world’s information directly attached to your brain, or an...

1 Comment

  1. www.intelligentgadget.com

    AI is always the best for end user. but, to find the best material in teaching is a challenge..the system should be dynamic with learning ability

    Reply

Submit a Comment

Your email address will not be published. Required fields are marked *