TechTakes

Thinking through a problem yourself, or taking an idea and putting it into words, is like exercise for the brain. You may think you understand a thing from reading or hearing about it, but it's only when you do it for yourself that you discover what you really know and what you don't. It's the difference between learning what a square root actually is and how to press the square root button on the calculator. It's the difference between learning to drive and learning to turn on self-driving mode. Even if the outcome is the same, the learning experience is day and night.

Once you understand a concept well enough, then using an LLM to get some busy work done or just get a starting point that you can improve isn't all that bad, much like using a calculator after learning pen-and-paper division, but trying to use one while learning is almost certain to hurt your understanding, even if the LLM doesn't outright make a bunch of stuff up.