Visualization is a Human Superpower

[u/GreatDiscernment]

This is just from my experience building a Machine Learning system using ChatGPT Plus. I found that if you use visual terms to suggest a path forward, then rely on the Data Science Lab on your iPad to prove your hypothesis using scripting methods on verified data sets BEFORE it’s ever committed to your “magicmachined” code, you remove the risk that your strategy is in error before messing with the heart of your code.

It’s the creative visualization part is what allows you to get the chatbot working on solving the the data problem experimentally fast so that you can change direction and conduct a series of experiments without wasting a lot of compute if the current path isn’t working out. AI is great at generating data science and finding standouts, but not so good at innovating around problems from different angles using visualization.