I let AI write 945 lessons, but I don't let it grade a single answer
Description and use
<p>I let AI write 945 lessons. I don't let it grade a single answer.</p> <p>That sentence is the whole design philosophy behind Labs, the newest section of <a href="https://learncoachassist.com/labs" rel="noopener noreferrer">learncoachassist.com</a>. Labs is a set of "Skill Paths": short interactive lessons where you answer one problem at a time, in the spirit of Brilliant or Codecademy. This post is about the engineering decision at the center of it, and the product decisions that followed.</p> <h2> The problem: LLMs are confidently wrong </h2> <p>If you have asked a language model to do mul
Problem
<p>I let AI write 945 lessons. I don't let it grade a single answer.</p> <p>That sentence is the whole design philosophy behind Labs, the newest section of <a href="https://learncoachassist.com/labs" rel="noopener noreferrer">learncoachassist.com</a>. Labs is a set of "Skill Paths": short interactive lessons where you answer one problem at a time, in the spirit of Brilliant or Codecademy. This post is about the engineering decision at the center of it, and the product decisions that followed.</p> <h2> The problem: LLMs are confidently wrong </h2> <p>If you have asked a language model to do mul
Outcome
<p>I let AI write 945 lessons. I don't let it grade a single answer.</p> <p>That sentence is the whole design philosophy behind Labs, the newest section of <a href="https://learncoachassist.com/labs" rel="noopener noreferrer">learncoachassist.com</a>. Labs is a set of "Skill Paths": short interactive lessons where you answer one problem at a time, in the spirit of Brilliant or Codecademy. This post is about the engineering decision at the center of it, and the product decisions that followed.</p> <h2> The problem: LLMs are confidently wrong </h2> <p>If you have asked a language model to do mul
Evidence
I let AI write 945 lessons, but I don't let it grade a single answer
- Record date: 2026-10-23T21:11:10.564Z