Artificial Intelligence
When Intelligence Becomes Abundant
For most of civilization, high-level cognitive ability was scarce. Our institutions were built around that scarcity. What happens when it ends?
Human Worth
The most consequential mistake of the AI era would be a quiet one: allowing a measure of performance to become a measure of people.
There is a sentence that has begun appearing in ordinary conversation, usually offhand, often as a joke: I suppose there's not much point in me doing that anymore. It is worth taking seriously, because it contains an argument.
The argument runs like this. My value came from what I could do. A machine now does it better. Therefore my value has fallen.
Every step follows from the first premise. The first premise is false.
Performance asks: how well was this task executed? It is comparative, measurable, and improvable. Worth asks a different question, and it is not a question about tasks at all.
A newborn performs nothing. An elderly parent in decline performs less each year. Neither is worth less.
We already know this. We know it in hospitals, in families, in every decision we make about someone we love. What we have not done is carry that knowledge into how we organize economies and describe human beings in public.
For most of modern history the confusion was affordable. Human performance and human worth pointed in roughly the same direction, and few systems were forced to distinguish them. Machine capability removes that alignment.
This is not an argument for slowing progress. It is an argument for clarity about what progress is measuring — and for refusing to let a benchmark become a verdict on a person.
Join the conversation
The future of humanity should not be decided only by the people building the machines.
Join readers, leaders, educators, technologists, thinkers, workers, parents, and citizens exploring how humanity can flourish in an age of extraordinary machine intelligence.
Artificial Intelligence
For most of civilization, high-level cognitive ability was scarce. Our institutions were built around that scarcity. What happens when it ends?
Human Economy
The displacement conversation has focused almost entirely on income. The harder problem is participation.