Business Pill 44 · Why labs keep building bigger
A scaling law is a pattern: more size, more data and more computing power give predictably better models. It explains the spending. It does not promise where it ends.
A short explainer video, under a minute. The robot and the chart are an illustration, and the video gives no unit for its cost labels.
The Short Answer
Picture a lab that builds a robot, and it is not very smart. So the lab builds one ten times bigger, with ten times more to read. It gets better. They do it again, and it is better again.
When they plot the results, the points fall on a steady line.
What a Scaling Law Is
The steady line lets the lab predict how good the next robot is before building it.
That pattern is called a scaling law: more size, more data and more computing power give predictably better models.
The Bottom of the Chart
Then the video points at the bottom of the chart, titled what each step costs. Every step to the right costs ten times more.
The labels read one million, then ten million, then a hundred million. The video gives no currency or unit for them, so read them as an illustration of the shape. This publication’s own arithmetic: ten million i...