From the masterclass
Ten links, grouped the way you would actually use them: what the data says, how to fix a draft that reads machine-made, how to get better output in the first place, and how to stop rebuilding the same prompt every week.
Shared at Impossible to Replace: The 2026 AI Masterclass
Saturday, September 19, 2026 · HanaHaus Newport Beach
What the data actually says
01
See how recognizable unedited AI writing really is, measured rather than guessed. Twelve models were tested blind across 1,647 judgments, and in 355 matchups against real human posts the judges never once picked the human.
02
Get the honest picture of how much of the web is machine-written, with the full methodology shown. Useful the next time someone quotes you a frightening statistic about AI taking over the internet.
Fix your own writing
03
Install this once and it edits more than twenty telltale AI patterns out of anything you write, while keeping your voice intact. The fastest way to stop shipping work that reads machine-made.
04
Paste in your own draft and find out whether it reads as AI-generated before anyone else does. Twenty free checks a day, and it highlights the specific passages that give you away.
Get better output in the first place
05
Learn the specific moves that turn vague, generic output into what you actually asked for. It also tells you which prompting habits are now obsolete, so you can stop doing things that no longer help.
06
Understand the five patterns behind almost every AI system doing real work. Gives you the vocabulary to describe what you want built instead of hoping someone guesses right.
Make it repeatable
07
Work out when to use a Skill, a Project, or custom instructions, using one comparison table. Stops you from rebuilding the same prompt from scratch every week.
08
Copy working examples, then use skill-creator to turn a task you repeat into a Skill you can run forever. This is where you go after installing your first one.
09
Check what you are committing to before you build. Skills follow an open standard, so what you write here is not locked to a single company.
10
Hand off bulk file work and recurring tasks without writing code. Most people assume this is only for engineers, and the first screen of the documentation says otherwise.
Where to start
If you only open one link, make it number four: run something you already wrote through Pangram and see what it says. Everything else on this page makes more sense once you have seen your own writing scored.
Bookmark this page so it is there when you need it: katya.ivahno.com/masterclass