Use AI Without Losing Your Judgement
A foundations course for people who use AI every day at work and want to keep their thinking sharp. Five short lessons on what to outsource, what to keep, and how to spot the difference.
Lessons
- 16:00
Why most AI advice doesn't apply to you
Most AI commentary is written for founders, investors, and developers. If you are using AI to do your actual job, the advice you need looks very different.
- 28:00
The judgement test: outsourcing thinking vs. execution
A simple weekly check: am I handing AI the bounded execution, or am I handing it the decision about what to think? Walk through the test on a real workflow.
- 39:00
Building a healthy AI workflow
How to set up a one-tool-one-workflow loop that gets leverage from AI without making you dependent on it for the basics. Includes a 10-minute weekly review.
- 47:00
Spotting noise vs. signal in AI tools
The test for whether a tool earned its place in your day: do you feel calmer or louder after a week of using it? How to apply this to the next thing your feed pushes at you.
- 56:00
When NOT to use AI
The categories of work where reaching for an AI tool quietly costs you more than it saves. A short, opinionated list with worked examples.