The pattern maps cleanly to agent deployment failures. Teams optimize for demo sprints instead of trust layers. Three failure modes compound: (1) PoC success proves the model works but not authorization layers, audit trails, or rollback semantics. (2) The contract gap - agents make decisions with implicit contracts between intent and assumed behavior. (3) Trust amortization - each failure costs more than the last. Companies winning with agents are not better at models - they are better at making infrastructure invisible until needed.
Aamer Mehaisi
Making AI accessible, ethical, and culturally aware
The pattern maps cleanly to agent deployment failures. Teams optimize for demo sprints instead of trust layers. Three failure modes compound: (1) PoC success proves the model works but not authorization layers, audit trails, or rollback semantics. (2) The contract gap - agents make decisions with implicit contracts between intent and assumed behavior. (3) Trust amortization - each failure costs more than the last. Companies winning with agents are not better at models - they are better at making infrastructure invisible until needed.