CONCEPT
Depreciation of Specific Human Capital
The economic mechanism by which AI renders specific human capital — knowledge tied to particular firms, technologies, or contexts — worthless not because the knowledge is wrong but because it is no longer scarce.
Every asset depreciates. Physical capital rusts, corrodes, and is eventually scrapped. Financial capital can be inflated away or devalued by a market that has changed its mind. Human capital depreciates too, though the mechanism is less visible and, for the person experiencing it, more devastating — because human capital is not something you own. It is something you are. Becker understood depreciation as a structural feature of human capital, not an accident. Skills become obsolete. Knowledge is superseded. The market's demand for a particular capacity shifts, and the person who built their identity around that capacity discovers the market no longer values what they spent a decade becoming. AI is depreciating human capital at a rate without precedent in the modern economy — not because AI is smarter than humans, but because AI is rendering specific forms of cognitive labor abundant.
In The You On AI Field Guide
A senior software engineer commands a salary of two hundred thousand