CONCEPT
Instrumental Trust
The novel form of trust required when humans rely on AI systems whose reasoning they cannot observe — trust without relational reciprocity.
Instrumental trust is a term for the form of trust required when a human must act on information, recommendations, or analyses produced by AI systems whose reasoning she cannot directly observe. The condition has no precise precedent. The professional asked to rely on AI-generated output is practicing a form of trust distinct from the relational trust Brown's BRAVING research has primarily addressed. She cannot assess the system's boundaries, reliability, or integrity the way she assesses a colleague's, because the system lacks intentions, motivations, and the capacity for relational reciprocity. The functional demand is the same — act on information you cannot independently verify — but the relational ground is absent. The development of practices, norms, and institutional supports for instrumental trust is among the most urgent and least recognized tasks of the AI transition.
In The You On AI Field Guide
The absence of reciprocity is the defining feature and the core difficulty. In human relational trust, the other party can be held accountable, apologize, demonstrate reliability over time, and participate in the