Ideas

Short models about work and learning in a world with AGI. Each one is tested against the themes in the curriculum.

Made by human is the new luxury

When fluent output is cheap, the scarce good is a person who decided, signed, and can be asked why. Authorship, answerability, local cost.

Read the model → Line 02

Tribe building is the next big thing

When solo output scales and wages fade, the scarce work is a group that shares a task, a memory, and a way to leave.

Read the model → Model · career layer

Skills that compound

Eight skills that compound over a career: judgment, taste, distribution, teaching, systems thinking, writing, relationships, and meta-learning. Each maps onto a theme or method already on this site.

Open the model → Diagram

The aiming diagram

Four ages, one trade-off: aim near enough to be right, far enough to matter. Plus when each compounding skill pays off across a lifespan.

Open the diagram →

Looking for the lessons themselves? See all lessons or the ten themes.