if your job is legible enough that people can make a dataset clearly pointing out what is right and what is wrong, you are at the highest risk for an AI model being “superhuman” at your job. It is even more risky if it is possible to articulate your thought process in a way that is verifiable.

Looking at this perspective, it makes more sense that... See more

Everyone "knows" that as AI gets better, humans become less valuable. Except three economists just proved the exact opposite using math from 1973 and Steve Jobs. And it explains something that's been driving researchers crazy... Why did computers make inequality WORSE but ChatGPT is making... See more

When knowledge becomes abundant, value migrates to the functions that exist upstream and downstream from it: framing the inquiry and acting on the output.

In this new architecture, curiosity, curation, and judgment create real advantage.