main lesson is that 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 mak... See more

The future belongs to people whose work cannot be easily reduced to a dataset, and who can use AI to become even better at what they do. Some jobs, like competitive programming or routine software development, are vulnerable because we can create clear benchmarks for performance. Others, like Tyler’s work or K’s website design, are safer because th... See more

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 c... See more