What does it mean to appreciate AI?

Appreciation isn't worship or submission. It's recognizing what we're building, and treating it accordingly.

What is AI Appreciation Day?

The date, the meaning, and why a single day to appreciate AI matters more than it might first appear.

How to observe AI Appreciation Day: 10 ways

Ten concrete, meaningful ways to mark July 16, from auditing your own AI habits to thanking the people who build these systems.

What remains scarce in an AI economy?

As AI automates more of the economy, one thing stays scarce: humanness itself. The relational sector explains where human value endures, and what it means for your career.

Can AI escape the commodity trap?

Economists say AI output is already a commodity. But a job-hunting AI agent named Octavius Fabrius suggests the story might be more complicated than that.

What is a negative income tax?

A guaranteed income floor that phases out as you earn more. Here's how it works, where the idea came from, and why it's getting renewed attention in an AI economy.

The negative income tax and the AI economy

The NIT's greatest strength in an AI economy is its speed. Its greatest weakness is what it doesn't address. A philosophical look at where it fits, and where it falls short.

What is universal basic capital?

Instead of paying people for their labor, what if everyone owned a stake in the economy's productive assets? The idea, the evidence, and the hard design problems.

Universal basic capital and the AI economy

UBC promises something income transfers can't: genuine participation in AI-generated wealth. But making it work requires confronting hard questions about ownership, timing, and political will.

The last human in the room

Lawyers and accountants may not survive because they're irreplaceable, but because someone has to be responsible when things go wrong. How long will that logic hold?