Tuesday 23 July 2024

Reimagining how we 'Learn with Instruction' with AI

In their masterful book, How to Read a Book, authors Mortimer J. Adler and Charles Van Doren observe the difference between two types of learning: learning by instruction and learning by discovery.

They write:

"In the history of education, men have often distinguished between learning by instruction and learning by discovery. Instruction occurs when one person teaches another through speech or writing. We can, however, gain knowledge without being taught. If this were not the case, and every teacher had to be taught what he in turn teaches others, there would be no beginning in the acquisition of knowledge. Hence, there must be discovery—the process of learning something by research, by investigation, or by reflection, without being taught."

- Van Doren, Charles; Mortimer J. Adler. How to Read a Book (p. 12). 

While the act of learning, they clarify, occurs in the mind of the learner in both cases, the process of facilitating that learning is different.

The book was written in 1940, and while many of its concepts remain true to this day, there is one interesting development that I feel puts human evolution at an inflection point.

You may have guessed it—it is AI.

Though there is a chorus of voices proclaiming that AI will completely change the world, I am not a fan of the excessive optimism surrounding it. Neither do I align with the opposing view that AI advancements, such as Generative AI, will bring doom to humanity.

I strongly believe that while humanity may make leaps and bounds in technology, it will ultimately be for the better in the long run—and that the ‘long run’ will truly be long. We often overestimate what can happen in very short time horizons.

However, there is one area that will change dramatically: the process in which human learning occurs due to the advent and growth of AI. This change is tied to the distinction between learning by instruction and learning by discovery.

In 1940, the authors observed a crucial aspect of this difference:

"The reason is that listening is learning from a teacher who is present—a living teacher—while reading is learning from one who is absent. If you ask a living teacher a question, he will probably answer you. If you are puzzled by what he says, you can save yourself the trouble of thinking by asking him what he means. If, however, you ask a book a question, you must answer it yourself. In this respect, a book is like nature or the world. When you question it, it answers you only to the extent that you do the work of thinking and analysis yourself."
- Van Doren, Charles; Mortimer J. Adler. How to Read a Book (p. 14). 

It is this facet of learning that AI is disrupting. Until now, learning by discovery was limited to consuming information with an active mind. Humanity has always sought further learning by instruction to overcome the shortcomings of bookish knowledge. AI is changing this dynamic. Soon, if not already, we will be able to converse with a book or the ideas in a book, seeking clarification and instruction through AI.

Already, using freely available versions of ChatGPT, I am able to have conversations with AI that embody a book or the ideas of an author. With the continued growth of AI, this will become more seamless, allowing different kinds of learning by instruction to occur without the need for a present teacher. This will revolutionize what we understand as the learning process.


Remember, learning still needs to happen in the learner's mind, regardless of whether it is by discovery or instruction. However, I suspect that with AI, the distinction between the two will redefine the role and definition of the instructor.

In some ways, AI seeks to harness the knowledge of books and pull them into the realm of interaction.

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