CONCEPT
Legitimation Mechanism
The use of expert authority — AI ethics boards, advisory committees, academic partnerships — to justify outcomes serving particular interests while presenting themselves as technically necessary; the structural feature that compounds the fishbowl condition in AI governance.
Legitimation mechanisms are institutional arrangements that produce the appearance of legitimate governance without its substance. When a technology company convenes an AI ethics advisory board staffed with prominent academics and civil society figures, the board serves a legitimation function regardless of the quality of its analysis. Its existence communicates that governance is informed by independent expertise and responsive to societal concerns, even if its recommendations are advisory rather than binding, even if corporate authority remains unilateral, even if composition excludes affected populations. The mechanism is particularly potent in AI governance because technological complexity creates informational asymmetry enabling the substitution of appearance for substance.
In The You On AI Field Guide
The concept extends traditional analyses of institutional legitimacy (Weber, Habermas) to the specific forms legitimation takes in technology governance. The distinctive feature of AI-governance legitimation is that it exploits complexity: citizens evaluating whether governance is adequate typically cannot assess the substance of expert advisory processes, so institutional