Internal and External Goods in the AI Age

In the AI Story

The internal goods of a practice include the specific satisfactions of skilled execution, the particular understanding that accumulates through years of attentive engagement, the embodied judgment that informs competent performance, and the specific forms of character that sustained practice develops. These goods are not available to anyone who has not done the work. They cannot be purchased, simulated, or obtained through shortcuts. They are the deposits of engagement — what the practice leaves in the practitioner who has submitted to its demands over time.

External goods — money, status, professional advancement, the recognition of others — attach to the practitioner through the practice but are not constituted by the practice. Money earned through motorcycle repair is the same money earned through real estate speculation. The practitioner who optimizes exclusively for external goods treats the practice instrumentally, as a means to ends that could in principle be obtained through other means. The practitioner who cares about internal goods understands that the practice is not merely a route to external rewards but a domain whose specific rewards are available only through its own specific demands.

AI's effect on professional work is to separate external goods from internal goods more thoroughly than any previous technology. The lawyer who uses AI to draft briefs continues to earn the external goods of legal practice — money, status, professional advancement — while obtaining less of the internal goods that legal practice historically produced. Her understanding of the law is thinner than it would have been had she written the briefs herself. Her judgment is less calibrated. Her character is less formed by the submission to legal reasoning that unmediated practice requires. The external goods flow; the internal goods are attenuated. The market, which measures only external goods, cannot detect the attenuation.

The concept illuminates what Crawford calls the hollowing of practices in the AI age. Practices can persist as economic categories while being progressively emptied of the internal goods that made them meaningful human activities. The external forms remain: professional credentials, organizational structures, revenue streams. The internal substance erodes: the specific understanding, judgment, and character that the practice at its best produced. The erosion is invisible to the metrics and may be invisible to practitioners themselves, who continue to receive external rewards and may not perceive the attenuation of internal goods until they encounter a situation that requires the judgment internal goods would have provided.

Origin

Crawford developed the application in his major books, drawing directly on MacIntyre's After Virtue (1981). The extension to AI appears in his essays of the 2020s.

Key Ideas

External goods persist under AI. Revenue, status, and professional advancement continue to flow to practitioners even as the internal goods of the practice are attenuated.

Internal goods require participation. The specific understanding, judgment, and character that practices produce cannot be obtained through AI-mediated shortcuts.

Market measures external only. Economic metrics cannot detect the erosion of internal goods because internal goods are not economic quantities.

The hollowing pattern. Practices can persist as economic categories while being emptied of the internal substance that made them meaningful human activities.

Invisible until tested. The attenuation of internal goods often remains invisible to the practitioner until she encounters a situation requiring the judgment the internal goods would have provided.